Advance Analytics with R (UG 21-24)
I am Ayush.
I am a researcher working at the intersection of data, law, development and economics.
I teach Data Science using R at Gokhale Institute of Politics and Economics
I am a RStudio (Posit) certified tidyverse Instructor.
I am a Researcher at Oxford Poverty and Human development Initiative (OPHI), at the University of Oxford.
Reach me
ayush.ap58@gmail.com
ayush.patel@gipe.ac.in
When there are many fancy things to try out!!
Therefore, we discuss linear models beyond least squares estimate.
Prediction Accuracy:
Model Interpretability
“This approach involves identifying a subset of the p predictors that we believe to be related to the response. We then fit a model using least squares on the reduced set of variables.”
A least square model is fit for all possible combinations of p predictors.
So, if there are 3 predictors (\(p_1,p_2,p_3\)), we fit the following models:
model 1 \(y = \beta_a + \beta_1*p_1\)
model 2 \(y = \beta_b + \beta_2*p_2\)
model 3 \(y = \beta_c + \beta_3*p_3\)
.
.
model 7 \(y = \beta_0 + \beta_e*p_1 + \beta_f*p_2 + \beta_g*p_3\)
Select the best from these
A null model is defined with no predictors. Name it \(M_0\)
For each \(k\), where \(k=1,2,3..p\), select the best model from the all \((_k^p)\) combinations. Use RSS or \(R^2\). Call it \(M_k\)
Select a single best model from \(M_0, M_1,.....,M_p\). Use prediction error on a validation set,\(C_p\), AIC, BIC, adjusted \(R^2\) or use the cross validation method.
Issues:
Issues:
We generate several models using best subset selection, forward stepwise and backward stepwise.
We must choose carefully which models to pick. We ideally want a model that will have the lowest test error rate.
\(C_p\), AIC,BIC, Adjusted \(R^2\)
Recall that \(MSE = RSS/n\). Also, since we use least squares approach to choose coeffs in a manner where training RSS is minimized, we end up getting a training MSE is an underestimate of test MSE.
That is the reason \(R^2\) and training RSS are not suitable for selecting from many models.
Therefore we learn about \(C_p\), Akaike Information criterion (AIC), Bayesian Information Criterion (BIC) and Adjusted \(R^2\)
Say there is a least square model with \(d\) predictors.
The estimate of test error rate is given by:
\[C_p = \frac{1}{n}(RSS + 2d\hat\sigma^2)\]
\(\hat\sigma^2\) is the estimate of variance of \(\epsilon\), estimated using a full model.
AIC is defined for a range of maximum likelihood models.
\[AIC = 2d - 2ln(L)\]
\[AIC = \frac{1}{n}(RSS + 2d\hat\sigma^2)\]
BIC, for a least square model with d predictors:
\[BIC = \frac{1}{n}(RSS + log(n)d\hat\sigma^2 )\]
\[Adjusted\hspace{1mm} R^2 = \frac{RSS(n-d-1)}{TSS(n-1)}\]
See 6.5.1 in ISLR
Apply best subset approach for the Auto data in ISLR2 package.
Use mpg as response.
What is the best model? Feel free to use ggplot for charts and broom to collect stats from model object.
See 6.5.1 in ISLR
Apply validation set approach on Auto data in ISLR2 package.
Use mpg as response.
Which is the best model?
In subsetset selection methods we are working with least squares.
Alternatively, we try to reduce the coefficients in a full model to zero. This is referred to shrinkage, constraining or regularization.
This reduces variance of coefficients, leading to a better bit.
Ridge and Lasso are two techniques that allow us to do this.
In least square method we minimize RSS to estimate coefficients.
In Ridge we minimize:
\[RSS + \lambda \sum_{j=1}^p\beta_j^2\]
\(\lambda >= 0\) is the tuning parameter.
Ridge Regression produces mroe than 1 set of coefficients.
Ridge Regression is not scale equivariant.
Since it is not scale equivariant, apply only after standardizing the predictors.
\[\tilde x = \frac{x_{ij}}{\sqrt{\frac{1}{n}\sum_{i=1}^j(x_{ij} - \bar{x_{ij}})^2}}\]
## Remove all NA
Hitters |>
na.omit() -> hit_no_miss
## Model Matrix
x <- model.matrix(Salary ~., hit_no_miss)[,-1]
y <- hit_no_miss$Salary
## ridge
10^seq(10, -2, length = 100) -> lambdas
glmnet(x, y, alpha = 0,
lambda = lambdas) -> mod_ridge
## Model Object
mod_ridge|>
broom::tidy()|>
knitr::kable()%>%
kableExtra::kable_styling()%>%
kableExtra::scroll_box(width = "100%", height = "400px")| term | step | estimate | lambda | dev.ratio |
|---|---|---|---|---|
| (Intercept) | 1 | 535.9256935 | 1.000000e+10 | 0.0000003 |
| (Intercept) | 2 | 535.9256328 | 7.564633e+09 | 0.0000004 |
| (Intercept) | 3 | 535.9255525 | 5.722368e+09 | 0.0000005 |
| (Intercept) | 4 | 535.9254464 | 4.328761e+09 | 0.0000006 |
| (Intercept) | 5 | 535.9253061 | 3.274549e+09 | 0.0000008 |
| (Intercept) | 6 | 535.9251207 | 2.477076e+09 | 0.0000011 |
| (Intercept) | 7 | 535.9248756 | 1.873817e+09 | 0.0000015 |
| (Intercept) | 8 | 535.9245515 | 1.417474e+09 | 0.0000019 |
| (Intercept) | 9 | 535.9241232 | 1.072267e+09 | 0.0000026 |
| (Intercept) | 10 | 535.9235569 | 8.111308e+08 | 0.0000034 |
| (Intercept) | 11 | 535.9228083 | 6.135907e+08 | 0.0000045 |
| (Intercept) | 12 | 535.9218187 | 4.641589e+08 | 0.0000059 |
| (Intercept) | 13 | 535.9205105 | 3.511192e+08 | 0.0000079 |
| (Intercept) | 14 | 535.9187812 | 2.656088e+08 | 0.0000104 |
| (Intercept) | 15 | 535.9164952 | 2.009233e+08 | 0.0000137 |
| (Intercept) | 16 | 535.9134732 | 1.519911e+08 | 0.0000181 |
| (Intercept) | 17 | 535.9094783 | 1.149757e+08 | 0.0000240 |
| (Intercept) | 18 | 535.9041974 | 8.697490e+07 | 0.0000317 |
| (Intercept) | 19 | 535.8972165 | 6.579332e+07 | 0.0000419 |
| (Intercept) | 20 | 535.8879884 | 4.977024e+07 | 0.0000554 |
| (Intercept) | 21 | 535.8757898 | 3.764936e+07 | 0.0000732 |
| (Intercept) | 22 | 535.8596646 | 2.848036e+07 | 0.0000968 |
| (Intercept) | 23 | 535.8383491 | 2.154435e+07 | 0.0001279 |
| (Intercept) | 24 | 535.8101735 | 1.629751e+07 | 0.0001691 |
| (Intercept) | 25 | 535.7729305 | 1.232847e+07 | 0.0002236 |
| (Intercept) | 26 | 535.7237037 | 9.326033e+06 | 0.0002955 |
| (Intercept) | 27 | 535.6586397 | 7.054802e+06 | 0.0003906 |
| (Intercept) | 28 | 535.5726481 | 5.336699e+06 | 0.0005162 |
| (Intercept) | 29 | 535.4590057 | 4.037017e+06 | 0.0006822 |
| (Intercept) | 30 | 535.3088355 | 3.053856e+06 | 0.0009015 |
| (Intercept) | 31 | 535.1104212 | 2.310130e+06 | 0.0011912 |
| (Intercept) | 32 | 534.8483072 | 1.747528e+06 | 0.0015737 |
| (Intercept) | 33 | 534.5021185 | 1.321941e+06 | 0.0020786 |
| (Intercept) | 34 | 534.0450197 | 1.000000e+06 | 0.0027448 |
| (Intercept) | 35 | 533.4417075 | 7.564633e+05 | 0.0036233 |
| (Intercept) | 36 | 532.6458129 | 5.722368e+05 | 0.0047807 |
| (Intercept) | 37 | 531.5965583 | 4.328761e+05 | 0.0063041 |
| (Intercept) | 38 | 530.2145014 | 3.274549e+05 | 0.0083062 |
| (Intercept) | 39 | 528.3961842 | 2.477076e+05 | 0.0109327 |
| (Intercept) | 40 | 526.0283002 | 1.873817e+05 | 0.0143452 |
| (Intercept) | 41 | 522.9117270 | 1.417474e+05 | 0.0188114 |
| (Intercept) | 42 | 518.8425089 | 1.072267e+05 | 0.0246060 |
| (Intercept) | 43 | 513.5499429 | 8.111308e+04 | 0.0320807 |
| (Intercept) | 44 | 506.7007228 | 6.135907e+04 | 0.0416500 |
| (Intercept) | 45 | 497.8943274 | 4.641589e+04 | 0.0537819 |
| (Intercept) | 46 | 486.6653876 | 3.511192e+04 | 0.0689717 |
| (Intercept) | 47 | 472.4983784 | 2.656088e+04 | 0.0876909 |
| (Intercept) | 48 | 454.8612601 | 2.009233e+04 | 0.1103053 |
| (Intercept) | 49 | 433.2682588 | 1.519911e+04 | 0.1369603 |
| (Intercept) | 50 | 407.3560502 | 1.149757e+04 | 0.1674595 |
| (Intercept) | 51 | 377.0065699 | 8.697490e+03 | 0.2011472 |
| (Intercept) | 52 | 342.4514686 | 6.579332e+03 | 0.2368793 |
| (Intercept) | 53 | 304.3628598 | 4.977024e+03 | 0.2731090 |
| (Intercept) | 54 | 263.8466546 | 3.764936e+03 | 0.3081306 |
| (Intercept) | 55 | 222.3783088 | 2.848036e+03 | 0.3403876 |
| (Intercept) | 56 | 181.6206640 | 2.154435e+03 | 0.3687727 |
| (Intercept) | 57 | 143.2209084 | 1.629751e+03 | 0.3927800 |
| (Intercept) | 58 | 108.6007107 | 1.232847e+03 | 0.4125082 |
| (Intercept) | 59 | 78.7760218 | 9.326033e+02 | 0.4284125 |
| (Intercept) | 60 | 54.3251995 | 7.054802e+02 | 0.4412059 |
| (Intercept) | 61 | 35.4632735 | 5.336699e+02 | 0.4515636 |
| (Intercept) | 62 | 22.0716345 | 4.037017e+02 | 0.4601078 |
| (Intercept) | 63 | 13.6996547 | 3.053856e+02 | 0.4673437 |
| (Intercept) | 64 | 10.0897901 | 2.310130e+02 | 0.4737111 |
| (Intercept) | 65 | 10.3680866 | 1.747528e+02 | 0.4794882 |
| (Intercept) | 66 | 14.2600256 | 1.321941e+02 | 0.4849761 |
| (Intercept) | 67 | 21.2474898 | 1.000000e+02 | 0.4903658 |
| (Intercept) | 68 | 30.6934829 | 7.564633e+01 | 0.4957413 |
| (Intercept) | 69 | 42.0855152 | 5.722368e+01 | 0.5011443 |
| (Intercept) | 70 | 54.9738422 | 4.328761e+01 | 0.5065677 |
| (Intercept) | 71 | 68.6872524 | 3.274549e+01 | 0.5119093 |
| (Intercept) | 72 | 82.6164012 | 2.477076e+01 | 0.5170544 |
| (Intercept) | 73 | 96.3405543 | 1.873817e+01 | 0.5219007 |
| (Intercept) | 74 | 109.2829120 | 1.417474e+01 | 0.5263263 |
| (Intercept) | 75 | 121.0394128 | 1.072267e+01 | 0.5302523 |
| (Intercept) | 76 | 131.3383871 | 8.111308e+00 | 0.5336375 |
| (Intercept) | 77 | 140.0270464 | 6.135907e+00 | 0.5364782 |
| (Intercept) | 78 | 147.0439149 | 4.641589e+00 | 0.5388070 |
| (Intercept) | 79 | 152.5289391 | 3.511192e+00 | 0.5406688 |
| (Intercept) | 80 | 156.6073700 | 2.656088e+00 | 0.5421321 |
| (Intercept) | 81 | 159.6160967 | 2.009233e+00 | 0.5432400 |
| (Intercept) | 82 | 161.6138012 | 1.519911e+00 | 0.5440843 |
| (Intercept) | 83 | 162.9350244 | 1.149757e+00 | 0.5446980 |
| (Intercept) | 84 | 163.6938252 | 8.697490e-01 | 0.5451444 |
| (Intercept) | 85 | 164.1218504 | 6.579332e-01 | 0.5454543 |
| (Intercept) | 86 | 164.3266996 | 4.977024e-01 | 0.5456662 |
| (Intercept) | 87 | 164.4197999 | 3.764936e-01 | 0.5458062 |
| (Intercept) | 88 | 164.4398691 | 2.848036e-01 | 0.5458983 |
| (Intercept) | 89 | 164.4099707 | 2.154435e-01 | 0.5459591 |
| (Intercept) | 90 | 164.3701706 | 1.629751e-01 | 0.5459979 |
| (Intercept) | 91 | 164.3247947 | 1.232847e-01 | 0.5460232 |
| (Intercept) | 92 | 164.2813513 | 9.326030e-02 | 0.5460397 |
| (Intercept) | 93 | 164.2457978 | 7.054800e-02 | 0.5460503 |
| (Intercept) | 94 | 164.2135548 | 5.336700e-02 | 0.5460580 |
| (Intercept) | 95 | 164.1869190 | 4.037020e-02 | 0.5460629 |
| (Intercept) | 96 | 164.1646430 | 3.053860e-02 | 0.5460666 |
| (Intercept) | 97 | 164.1460911 | 2.310130e-02 | 0.5460692 |
| (Intercept) | 98 | 164.1319561 | 1.747530e-02 | 0.5460709 |
| (Intercept) | 99 | 164.1204583 | 1.321940e-02 | 0.5460723 |
| (Intercept) | 100 | 164.1132161 | 1.000000e-02 | 0.5460731 |
| AtBat | 1 | 0.0000001 | 1.000000e+10 | 0.0000003 |
| AtBat | 2 | 0.0000001 | 7.564633e+09 | 0.0000004 |
| AtBat | 3 | 0.0000001 | 5.722368e+09 | 0.0000005 |
| AtBat | 4 | 0.0000001 | 4.328761e+09 | 0.0000006 |
| AtBat | 5 | 0.0000002 | 3.274549e+09 | 0.0000008 |
| AtBat | 6 | 0.0000002 | 2.477076e+09 | 0.0000011 |
| AtBat | 7 | 0.0000003 | 1.873817e+09 | 0.0000015 |
| AtBat | 8 | 0.0000004 | 1.417474e+09 | 0.0000019 |
| AtBat | 9 | 0.0000005 | 1.072267e+09 | 0.0000026 |
| AtBat | 10 | 0.0000007 | 8.111308e+08 | 0.0000034 |
| AtBat | 11 | 0.0000009 | 6.135907e+08 | 0.0000045 |
| AtBat | 12 | 0.0000012 | 4.641589e+08 | 0.0000059 |
| AtBat | 13 | 0.0000016 | 3.511192e+08 | 0.0000079 |
| AtBat | 14 | 0.0000020 | 2.656088e+08 | 0.0000104 |
| AtBat | 15 | 0.0000027 | 2.009233e+08 | 0.0000137 |
| AtBat | 16 | 0.0000036 | 1.519911e+08 | 0.0000181 |
| AtBat | 17 | 0.0000047 | 1.149757e+08 | 0.0000240 |
| AtBat | 18 | 0.0000063 | 8.697490e+07 | 0.0000317 |
| AtBat | 19 | 0.0000083 | 6.579332e+07 | 0.0000419 |
| AtBat | 20 | 0.0000109 | 4.977024e+07 | 0.0000554 |
| AtBat | 21 | 0.0000145 | 3.764936e+07 | 0.0000732 |
| AtBat | 22 | 0.0000191 | 2.848036e+07 | 0.0000968 |
| AtBat | 23 | 0.0000253 | 2.154435e+07 | 0.0001279 |
| AtBat | 24 | 0.0000334 | 1.629751e+07 | 0.0001691 |
| AtBat | 25 | 0.0000441 | 1.232847e+07 | 0.0002236 |
| AtBat | 26 | 0.0000584 | 9.326033e+06 | 0.0002955 |
| AtBat | 27 | 0.0000771 | 7.054802e+06 | 0.0003906 |
| AtBat | 28 | 0.0001020 | 5.336699e+06 | 0.0005162 |
| AtBat | 29 | 0.0001348 | 4.037017e+06 | 0.0006822 |
| AtBat | 30 | 0.0001781 | 3.053856e+06 | 0.0009015 |
| AtBat | 31 | 0.0002354 | 2.310130e+06 | 0.0011912 |
| AtBat | 32 | 0.0003110 | 1.747528e+06 | 0.0015737 |
| AtBat | 33 | 0.0004110 | 1.321941e+06 | 0.0020786 |
| AtBat | 34 | 0.0005430 | 1.000000e+06 | 0.0027448 |
| AtBat | 35 | 0.0007172 | 7.564633e+05 | 0.0036233 |
| AtBat | 36 | 0.0009471 | 5.722368e+05 | 0.0047807 |
| AtBat | 37 | 0.0012502 | 4.328761e+05 | 0.0063041 |
| AtBat | 38 | 0.0016496 | 3.274549e+05 | 0.0083062 |
| AtBat | 39 | 0.0021753 | 2.477076e+05 | 0.0109327 |
| AtBat | 40 | 0.0028562 | 1.873817e+05 | 0.0143452 |
| AtBat | 41 | 0.0037554 | 1.417474e+05 | 0.0188114 |
| AtBat | 42 | 0.0049293 | 1.072267e+05 | 0.0246060 |
| AtBat | 43 | 0.0064558 | 8.111308e+04 | 0.0320807 |
| AtBat | 44 | 0.0084309 | 6.135907e+04 | 0.0416500 |
| AtBat | 45 | 0.0109694 | 4.641589e+04 | 0.0537819 |
| AtBat | 46 | 0.0142045 | 3.511192e+04 | 0.0689717 |
| AtBat | 47 | 0.0182829 | 2.656088e+04 | 0.0876909 |
| AtBat | 48 | 0.0233542 | 2.009233e+04 | 0.1103053 |
| AtBat | 49 | 0.0295476 | 1.519911e+04 | 0.1369603 |
| AtBat | 50 | 0.0369572 | 1.149757e+04 | 0.1674595 |
| AtBat | 51 | 0.0455897 | 8.697490e+03 | 0.2011472 |
| AtBat | 52 | 0.0553341 | 6.579332e+03 | 0.2368793 |
| AtBat | 53 | 0.0659234 | 4.977024e+03 | 0.2731090 |
| AtBat | 54 | 0.0769203 | 3.764936e+03 | 0.3081306 |
| AtBat | 55 | 0.0877291 | 2.848036e+03 | 0.3403876 |
| AtBat | 56 | 0.0976389 | 2.154435e+03 | 0.3687727 |
| AtBat | 57 | 0.1058832 | 1.629751e+03 | 0.3927800 |
| AtBat | 58 | 0.1115181 | 1.232847e+03 | 0.4125082 |
| AtBat | 59 | 0.1139551 | 9.326033e+02 | 0.4284125 |
| AtBat | 60 | 0.1121111 | 7.054802e+02 | 0.4412059 |
| AtBat | 61 | 0.1052545 | 5.336699e+02 | 0.4515636 |
| AtBat | 62 | 0.0923834 | 4.037017e+02 | 0.4601078 |
| AtBat | 63 | 0.0721453 | 3.053856e+02 | 0.4673437 |
| AtBat | 64 | 0.0433386 | 2.310130e+02 | 0.4737111 |
| AtBat | 65 | 0.0038599 | 1.747528e+02 | 0.4794882 |
| AtBat | 66 | -0.0480137 | 1.321941e+02 | 0.4849761 |
| AtBat | 67 | -0.1143526 | 1.000000e+02 | 0.4903658 |
| AtBat | 68 | -0.1969965 | 7.564633e+01 | 0.4957413 |
| AtBat | 69 | -0.2970743 | 5.722368e+01 | 0.5011443 |
| AtBat | 70 | -0.4148060 | 4.328761e+01 | 0.5065677 |
| AtBat | 71 | -0.5489118 | 3.274549e+01 | 0.5119093 |
| AtBat | 72 | -0.6964360 | 2.477076e+01 | 0.5170544 |
| AtBat | 73 | -0.8532130 | 1.873817e+01 | 0.5219007 |
| AtBat | 74 | -1.0135354 | 1.417474e+01 | 0.5263263 |
| AtBat | 75 | -1.1712169 | 1.072267e+01 | 0.5302523 |
| AtBat | 76 | -1.3203039 | 8.111308e+00 | 0.5336375 |
| AtBat | 77 | -1.4557391 | 6.135907e+00 | 0.5364782 |
| AtBat | 78 | -1.5737685 | 4.641589e+00 | 0.5388070 |
| AtBat | 79 | -1.6728464 | 3.511192e+00 | 0.5406688 |
| AtBat | 80 | -1.7526436 | 2.656088e+00 | 0.5421321 |
| AtBat | 81 | -1.8153438 | 2.009233e+00 | 0.5432400 |
| AtBat | 82 | -1.8619922 | 1.519911e+00 | 0.5440843 |
| AtBat | 83 | -1.8962304 | 1.149757e+00 | 0.5446980 |
| AtBat | 84 | -1.9201291 | 8.697490e-01 | 0.5451444 |
| AtBat | 85 | -1.9368385 | 6.579332e-01 | 0.5454543 |
| AtBat | 86 | -1.9482895 | 4.977024e-01 | 0.5456662 |
| AtBat | 87 | -1.9562902 | 3.764936e-01 | 0.5458062 |
| AtBat | 88 | -1.9617909 | 2.848036e-01 | 0.5458983 |
| AtBat | 89 | -1.9654629 | 2.154435e-01 | 0.5459591 |
| AtBat | 90 | -1.9680069 | 1.629751e-01 | 0.5459979 |
| AtBat | 91 | -1.9697620 | 1.232847e-01 | 0.5460232 |
| AtBat | 92 | -1.9709892 | 9.326030e-02 | 0.5460397 |
| AtBat | 93 | -1.9718803 | 7.054800e-02 | 0.5460503 |
| AtBat | 94 | -1.9725262 | 5.336700e-02 | 0.5460580 |
| AtBat | 95 | -1.9729623 | 4.037020e-02 | 0.5460629 |
| AtBat | 96 | -1.9732951 | 3.053860e-02 | 0.5460666 |
| AtBat | 97 | -1.9735097 | 2.310130e-02 | 0.5460692 |
| AtBat | 98 | -1.9736660 | 1.747530e-02 | 0.5460709 |
| AtBat | 99 | -1.9737902 | 1.321940e-02 | 0.5460723 |
| AtBat | 100 | -1.9738615 | 1.000000e-02 | 0.5460731 |
| Hits | 1 | 0.0000002 | 1.000000e+10 | 0.0000003 |
| Hits | 2 | 0.0000003 | 7.564633e+09 | 0.0000004 |
| Hits | 3 | 0.0000003 | 5.722368e+09 | 0.0000005 |
| Hits | 4 | 0.0000005 | 4.328761e+09 | 0.0000006 |
| Hits | 5 | 0.0000006 | 3.274549e+09 | 0.0000008 |
| Hits | 6 | 0.0000008 | 2.477076e+09 | 0.0000011 |
| Hits | 7 | 0.0000011 | 1.873817e+09 | 0.0000015 |
| Hits | 8 | 0.0000014 | 1.417474e+09 | 0.0000019 |
| Hits | 9 | 0.0000018 | 1.072267e+09 | 0.0000026 |
| Hits | 10 | 0.0000024 | 8.111308e+08 | 0.0000034 |
| Hits | 11 | 0.0000032 | 6.135907e+08 | 0.0000045 |
| Hits | 12 | 0.0000043 | 4.641589e+08 | 0.0000059 |
| Hits | 13 | 0.0000056 | 3.511192e+08 | 0.0000079 |
| Hits | 14 | 0.0000074 | 2.656088e+08 | 0.0000104 |
| Hits | 15 | 0.0000098 | 2.009233e+08 | 0.0000137 |
| Hits | 16 | 0.0000130 | 1.519911e+08 | 0.0000181 |
| Hits | 17 | 0.0000172 | 1.149757e+08 | 0.0000240 |
| Hits | 18 | 0.0000227 | 8.697490e+07 | 0.0000317 |
| Hits | 19 | 0.0000300 | 6.579332e+07 | 0.0000419 |
| Hits | 20 | 0.0000397 | 4.977024e+07 | 0.0000554 |
| Hits | 21 | 0.0000524 | 3.764936e+07 | 0.0000732 |
| Hits | 22 | 0.0000693 | 2.848036e+07 | 0.0000968 |
| Hits | 23 | 0.0000916 | 2.154435e+07 | 0.0001279 |
| Hits | 24 | 0.0001211 | 1.629751e+07 | 0.0001691 |
| Hits | 25 | 0.0001601 | 1.232847e+07 | 0.0002236 |
| Hits | 26 | 0.0002117 | 9.326033e+06 | 0.0002955 |
| Hits | 27 | 0.0002798 | 7.054802e+06 | 0.0003906 |
| Hits | 28 | 0.0003698 | 5.336699e+06 | 0.0005162 |
| Hits | 29 | 0.0004888 | 4.037017e+06 | 0.0006822 |
| Hits | 30 | 0.0006461 | 3.053856e+06 | 0.0009015 |
| Hits | 31 | 0.0008539 | 2.310130e+06 | 0.0011912 |
| Hits | 32 | 0.0011284 | 1.747528e+06 | 0.0015737 |
| Hits | 33 | 0.0014910 | 1.321941e+06 | 0.0020786 |
| Hits | 34 | 0.0019699 | 1.000000e+06 | 0.0027448 |
| Hits | 35 | 0.0026022 | 7.564633e+05 | 0.0036233 |
| Hits | 36 | 0.0034365 | 5.722368e+05 | 0.0047807 |
| Hits | 37 | 0.0045368 | 4.328761e+05 | 0.0063041 |
| Hits | 38 | 0.0059869 | 3.274549e+05 | 0.0083062 |
| Hits | 39 | 0.0078961 | 2.477076e+05 | 0.0109327 |
| Hits | 40 | 0.0103801 | 1.873817e+05 | 0.0143452 |
| Hits | 41 | 0.0136562 | 1.417474e+05 | 0.0188114 |
| Hits | 42 | 0.0179393 | 1.072267e+05 | 0.0246060 |
| Hits | 43 | 0.0235197 | 8.111308e+04 | 0.0320807 |
| Hits | 44 | 0.0307578 | 6.135907e+04 | 0.0416500 |
| Hits | 45 | 0.0400924 | 4.641589e+04 | 0.0537819 |
| Hits | 46 | 0.0520423 | 3.511192e+04 | 0.0689717 |
| Hits | 47 | 0.0671984 | 2.656088e+04 | 0.0876909 |
| Hits | 48 | 0.0861985 | 2.009233e+04 | 0.1103053 |
| Hits | 49 | 0.1096700 | 1.519911e+04 | 0.1369603 |
| Hits | 50 | 0.1381803 | 1.149757e+04 | 0.1674595 |
| Hits | 51 | 0.1721089 | 8.697490e+03 | 0.2011472 |
| Hits | 52 | 0.2115628 | 6.579332e+03 | 0.2368793 |
| Hits | 53 | 0.2562824 | 4.977024e+03 | 0.2731090 |
| Hits | 54 | 0.3056627 | 3.764936e+03 | 0.3081306 |
| Hits | 55 | 0.3588103 | 2.848036e+03 | 0.3403876 |
| Hits | 56 | 0.4147543 | 2.154435e+03 | 0.3687727 |
| Hits | 57 | 0.4726795 | 1.629751e+03 | 0.3927800 |
| Hits | 58 | 0.5318660 | 1.232847e+03 | 0.4125082 |
| Hits | 59 | 0.5929157 | 9.326033e+02 | 0.4284125 |
| Hits | 60 | 0.6562241 | 7.054802e+02 | 0.4412059 |
| Hits | 61 | 0.7236362 | 5.336699e+02 | 0.4515636 |
| Hits | 62 | 0.7974430 | 4.037017e+02 | 0.4601078 |
| Hits | 63 | 0.8805924 | 3.053856e+02 | 0.4673437 |
| Hits | 64 | 0.9766140 | 2.310130e+02 | 0.4737111 |
| Hits | 65 | 1.0901287 | 1.747528e+02 | 0.4794882 |
| Hits | 66 | 1.2257433 | 1.321941e+02 | 0.4849761 |
| Hits | 67 | 1.3888568 | 1.000000e+02 | 0.4903658 |
| Hits | 68 | 1.5858862 | 7.564633e+01 | 0.4957413 |
| Hits | 69 | 1.8230585 | 5.722368e+01 | 0.5011443 |
| Hits | 70 | 2.1053049 | 4.328761e+01 | 0.5065677 |
| Hits | 71 | 2.4364278 | 3.274549e+01 | 0.5119093 |
| Hits | 72 | 2.8163931 | 2.477076e+01 | 0.5170544 |
| Hits | 73 | 3.2390939 | 1.873817e+01 | 0.5219007 |
| Hits | 74 | 3.6940734 | 1.417474e+01 | 0.5263263 |
| Hits | 75 | 4.1655533 | 1.072267e+01 | 0.5302523 |
| Hits | 76 | 4.6348424 | 8.111308e+00 | 0.5336375 |
| Hits | 77 | 5.0833965 | 6.135907e+00 | 0.5364782 |
| Hits | 78 | 5.4958805 | 4.641589e+00 | 0.5388070 |
| Hits | 79 | 5.8610611 | 3.511192e+00 | 0.5406688 |
| Hits | 80 | 6.1739859 | 2.656088e+00 | 0.5421321 |
| Hits | 81 | 6.4337591 | 2.009233e+00 | 0.5432400 |
| Hits | 82 | 6.6446724 | 1.519911e+00 | 0.5440843 |
| Hits | 83 | 6.8126375 | 1.149757e+00 | 0.5446980 |
| Hits | 84 | 6.9445433 | 8.697490e-01 | 0.5451444 |
| Hits | 85 | 7.0473614 | 6.579332e-01 | 0.5454543 |
| Hits | 86 | 7.1270344 | 4.977024e-01 | 0.5456662 |
| Hits | 87 | 7.1885531 | 3.764936e-01 | 0.5458062 |
| Hits | 88 | 7.2358004 | 2.848036e-01 | 0.5458983 |
| Hits | 89 | 7.2719325 | 2.154435e-01 | 0.5459591 |
| Hits | 90 | 7.2992751 | 1.629751e-01 | 0.5459979 |
| Hits | 91 | 7.3199359 | 1.232847e-01 | 0.5460232 |
| Hits | 92 | 7.3354142 | 9.326030e-02 | 0.5460397 |
| Hits | 93 | 7.3469033 | 7.054800e-02 | 0.5460503 |
| Hits | 94 | 7.3559222 | 5.336700e-02 | 0.5460580 |
| Hits | 95 | 7.3623124 | 4.037020e-02 | 0.5460629 |
| Hits | 96 | 7.3675688 | 3.053860e-02 | 0.5460666 |
| Hits | 97 | 7.3712955 | 2.310130e-02 | 0.5460692 |
| Hits | 98 | 7.3740725 | 1.747530e-02 | 0.5460709 |
| Hits | 99 | 7.3763521 | 1.321940e-02 | 0.5460723 |
| Hits | 100 | 7.3777227 | 1.000000e-02 | 0.5460731 |
| HmRun | 1 | 0.0000008 | 1.000000e+10 | 0.0000003 |
| HmRun | 2 | 0.0000011 | 7.564633e+09 | 0.0000004 |
| HmRun | 3 | 0.0000014 | 5.722368e+09 | 0.0000005 |
| HmRun | 4 | 0.0000018 | 4.328761e+09 | 0.0000006 |
| HmRun | 5 | 0.0000024 | 3.274549e+09 | 0.0000008 |
| HmRun | 6 | 0.0000032 | 2.477076e+09 | 0.0000011 |
| HmRun | 7 | 0.0000042 | 1.873817e+09 | 0.0000015 |
| HmRun | 8 | 0.0000056 | 1.417474e+09 | 0.0000019 |
| HmRun | 9 | 0.0000074 | 1.072267e+09 | 0.0000026 |
| HmRun | 10 | 0.0000098 | 8.111308e+08 | 0.0000034 |
| HmRun | 11 | 0.0000130 | 6.135907e+08 | 0.0000045 |
| HmRun | 12 | 0.0000171 | 4.641589e+08 | 0.0000059 |
| HmRun | 13 | 0.0000227 | 3.511192e+08 | 0.0000079 |
| HmRun | 14 | 0.0000300 | 2.656088e+08 | 0.0000104 |
| HmRun | 15 | 0.0000396 | 2.009233e+08 | 0.0000137 |
| HmRun | 16 | 0.0000523 | 1.519911e+08 | 0.0000181 |
| HmRun | 17 | 0.0000692 | 1.149757e+08 | 0.0000240 |
| HmRun | 18 | 0.0000915 | 8.697490e+07 | 0.0000317 |
| HmRun | 19 | 0.0001209 | 6.579332e+07 | 0.0000419 |
| HmRun | 20 | 0.0001599 | 4.977024e+07 | 0.0000554 |
| HmRun | 21 | 0.0002113 | 3.764936e+07 | 0.0000732 |
| HmRun | 22 | 0.0002793 | 2.848036e+07 | 0.0000968 |
| HmRun | 23 | 0.0003693 | 2.154435e+07 | 0.0001279 |
| HmRun | 24 | 0.0004881 | 1.629751e+07 | 0.0001691 |
| HmRun | 25 | 0.0006452 | 1.232847e+07 | 0.0002236 |
| HmRun | 26 | 0.0008529 | 9.326033e+06 | 0.0002955 |
| HmRun | 27 | 0.0011273 | 7.054802e+06 | 0.0003906 |
| HmRun | 28 | 0.0014901 | 5.336699e+06 | 0.0005162 |
| HmRun | 29 | 0.0019695 | 4.037017e+06 | 0.0006822 |
| HmRun | 30 | 0.0026029 | 3.053856e+06 | 0.0009015 |
| HmRun | 31 | 0.0034398 | 2.310130e+06 | 0.0011912 |
| HmRun | 32 | 0.0045453 | 1.747528e+06 | 0.0015737 |
| HmRun | 33 | 0.0060054 | 1.321941e+06 | 0.0020786 |
| HmRun | 34 | 0.0079331 | 1.000000e+06 | 0.0027448 |
| HmRun | 35 | 0.0104772 | 7.564633e+05 | 0.0036233 |
| HmRun | 36 | 0.0138329 | 5.722368e+05 | 0.0047807 |
| HmRun | 37 | 0.0182562 | 4.328761e+05 | 0.0063041 |
| HmRun | 38 | 0.0240810 | 3.274549e+05 | 0.0083062 |
| HmRun | 39 | 0.0317421 | 2.477076e+05 | 0.0109327 |
| HmRun | 40 | 0.0416686 | 1.873817e+05 | 0.0143452 |
| HmRun | 41 | 0.0547535 | 1.417474e+05 | 0.0188114 |
| HmRun | 42 | 0.0718115 | 1.072267e+05 | 0.0246060 |
| HmRun | 43 | 0.0939517 | 8.111308e+04 | 0.0320807 |
| HmRun | 44 | 0.1225246 | 6.135907e+04 | 0.0416500 |
| HmRun | 45 | 0.1591261 | 4.641589e+04 | 0.0537819 |
| HmRun | 46 | 0.2055639 | 3.511192e+04 | 0.0689717 |
| HmRun | 47 | 0.2637581 | 2.656088e+04 | 0.0876909 |
| HmRun | 48 | 0.3355440 | 2.009233e+04 | 0.1103053 |
| HmRun | 49 | 0.4223127 | 1.519911e+04 | 0.1369603 |
| HmRun | 50 | 0.5246300 | 1.149757e+04 | 0.1674595 |
| HmRun | 51 | 0.6415368 | 8.697490e+03 | 0.2011472 |
| HmRun | 52 | 0.7700082 | 6.579332e+03 | 0.2368793 |
| HmRun | 53 | 0.9044010 | 4.977024e+03 | 0.2731090 |
| HmRun | 54 | 1.0365633 | 3.764936e+03 | 0.3081306 |
| HmRun | 55 | 1.1560533 | 2.848036e+03 | 0.3403876 |
| HmRun | 56 | 1.2512195 | 2.154435e+03 | 0.3687727 |
| HmRun | 57 | 1.3103300 | 1.629751e+03 | 0.3927800 |
| HmRun | 58 | 1.3223521 | 1.232847e+03 | 0.4125082 |
| HmRun | 59 | 1.2805113 | 9.326033e+02 | 0.4284125 |
| HmRun | 60 | 1.1798091 | 7.054802e+02 | 0.4412059 |
| HmRun | 61 | 1.0201569 | 5.336699e+02 | 0.4515636 |
| HmRun | 62 | 0.8050544 | 4.037017e+02 | 0.4601078 |
| HmRun | 63 | 0.5436798 | 3.053856e+02 | 0.4673437 |
| HmRun | 64 | 0.2433614 | 2.310130e+02 | 0.4737111 |
| HmRun | 65 | -0.0745789 | 1.747528e+02 | 0.4794882 |
| HmRun | 66 | -0.3984466 | 1.321941e+02 | 0.4849761 |
| HmRun | 67 | -0.7097177 | 1.000000e+02 | 0.4903658 |
| HmRun | 68 | -0.9847328 | 7.564633e+01 | 0.4957413 |
| HmRun | 69 | -1.2028780 | 5.722368e+01 | 0.5011443 |
| HmRun | 70 | -1.3482833 | 4.328761e+01 | 0.5065677 |
| HmRun | 71 | -1.4028069 | 3.274549e+01 | 0.5119093 |
| HmRun | 72 | -1.3562347 | 2.477076e+01 | 0.5170544 |
| HmRun | 73 | -1.2134681 | 1.873817e+01 | 0.5219007 |
| HmRun | 74 | -0.9796829 | 1.417474e+01 | 0.5263263 |
| HmRun | 75 | -0.6702762 | 1.072267e+01 | 0.5302523 |
| HmRun | 76 | -0.3059515 | 8.111308e+00 | 0.5336375 |
| HmRun | 77 | 0.0922056 | 6.135907e+00 | 0.5364782 |
| HmRun | 78 | 0.5084434 | 4.641589e+00 | 0.5388070 |
| HmRun | 79 | 0.9232775 | 3.511192e+00 | 0.5406688 |
| HmRun | 80 | 1.3285278 | 2.656088e+00 | 0.5421321 |
| HmRun | 81 | 1.7038461 | 2.009233e+00 | 0.5432400 |
| HmRun | 82 | 2.0577112 | 1.519911e+00 | 0.5440843 |
| HmRun | 83 | 2.3769197 | 1.149757e+00 | 0.5446980 |
| HmRun | 84 | 2.6655164 | 8.697490e-01 | 0.5451444 |
| HmRun | 85 | 2.9163590 | 6.579332e-01 | 0.5454543 |
| HmRun | 86 | 3.1305427 | 4.977024e-01 | 0.5456662 |
| HmRun | 87 | 3.3073722 | 3.764936e-01 | 0.5458062 |
| HmRun | 88 | 3.4514572 | 2.848036e-01 | 0.5458983 |
| HmRun | 89 | 3.5681841 | 2.154435e-01 | 0.5459591 |
| HmRun | 90 | 3.6592305 | 1.629751e-01 | 0.5459979 |
| HmRun | 91 | 3.7298870 | 1.232847e-01 | 0.5460232 |
| HmRun | 92 | 3.7837313 | 9.326030e-02 | 0.5460397 |
| HmRun | 93 | 3.8238422 | 7.054800e-02 | 0.5460503 |
| HmRun | 94 | 3.8561750 | 5.336700e-02 | 0.5460580 |
| HmRun | 95 | 3.8791510 | 4.037020e-02 | 0.5460629 |
| HmRun | 96 | 3.8985402 | 3.053860e-02 | 0.5460666 |
| HmRun | 97 | 3.9124462 | 2.310130e-02 | 0.5460692 |
| HmRun | 98 | 3.9228251 | 1.747530e-02 | 0.5460709 |
| HmRun | 99 | 3.9314728 | 1.321940e-02 | 0.5460723 |
| HmRun | 100 | 3.9366022 | 1.000000e-02 | 0.5460731 |
| Runs | 1 | 0.0000003 | 1.000000e+10 | 0.0000003 |
| Runs | 2 | 0.0000004 | 7.564633e+09 | 0.0000004 |
| Runs | 3 | 0.0000006 | 5.722368e+09 | 0.0000005 |
| Runs | 4 | 0.0000008 | 4.328761e+09 | 0.0000006 |
| Runs | 5 | 0.0000010 | 3.274549e+09 | 0.0000008 |
| Runs | 6 | 0.0000013 | 2.477076e+09 | 0.0000011 |
| Runs | 7 | 0.0000018 | 1.873817e+09 | 0.0000015 |
| Runs | 8 | 0.0000024 | 1.417474e+09 | 0.0000019 |
| Runs | 9 | 0.0000031 | 1.072267e+09 | 0.0000026 |
| Runs | 10 | 0.0000041 | 8.111308e+08 | 0.0000034 |
| Runs | 11 | 0.0000054 | 6.135907e+08 | 0.0000045 |
| Runs | 12 | 0.0000072 | 4.641589e+08 | 0.0000059 |
| Runs | 13 | 0.0000095 | 3.511192e+08 | 0.0000079 |
| Runs | 14 | 0.0000126 | 2.656088e+08 | 0.0000104 |
| Runs | 15 | 0.0000166 | 2.009233e+08 | 0.0000137 |
| Runs | 16 | 0.0000220 | 1.519911e+08 | 0.0000181 |
| Runs | 17 | 0.0000290 | 1.149757e+08 | 0.0000240 |
| Runs | 18 | 0.0000384 | 8.697490e+07 | 0.0000317 |
| Runs | 19 | 0.0000508 | 6.579332e+07 | 0.0000419 |
| Runs | 20 | 0.0000671 | 4.977024e+07 | 0.0000554 |
| Runs | 21 | 0.0000887 | 3.764936e+07 | 0.0000732 |
| Runs | 22 | 0.0001172 | 2.848036e+07 | 0.0000968 |
| Runs | 23 | 0.0001550 | 2.154435e+07 | 0.0001279 |
| Runs | 24 | 0.0002049 | 1.629751e+07 | 0.0001691 |
| Runs | 25 | 0.0002708 | 1.232847e+07 | 0.0002236 |
| Runs | 26 | 0.0003579 | 9.326033e+06 | 0.0002955 |
| Runs | 27 | 0.0004731 | 7.054802e+06 | 0.0003906 |
| Runs | 28 | 0.0006254 | 5.336699e+06 | 0.0005162 |
| Runs | 29 | 0.0008266 | 4.037017e+06 | 0.0006822 |
| Runs | 30 | 0.0010925 | 3.053856e+06 | 0.0009015 |
| Runs | 31 | 0.0014438 | 2.310130e+06 | 0.0011912 |
| Runs | 32 | 0.0019079 | 1.747528e+06 | 0.0015737 |
| Runs | 33 | 0.0025209 | 1.321941e+06 | 0.0020786 |
| Runs | 34 | 0.0033304 | 1.000000e+06 | 0.0027448 |
| Runs | 35 | 0.0043989 | 7.564633e+05 | 0.0036233 |
| Runs | 36 | 0.0058086 | 5.722368e+05 | 0.0047807 |
| Runs | 37 | 0.0076673 | 4.328761e+05 | 0.0063041 |
| Runs | 38 | 0.0101159 | 3.274549e+05 | 0.0083062 |
| Runs | 39 | 0.0133383 | 2.477076e+05 | 0.0109327 |
| Runs | 40 | 0.0175394 | 1.873817e+05 | 0.0143452 |
| Runs | 41 | 0.0230690 | 1.417474e+05 | 0.0188114 |
| Runs | 42 | 0.0302940 | 1.072267e+05 | 0.0246060 |
| Runs | 43 | 0.0396996 | 8.111308e+04 | 0.0320807 |
| Runs | 44 | 0.0518863 | 6.135907e+04 | 0.0416500 |
| Runs | 45 | 0.0675799 | 4.641589e+04 | 0.0537819 |
| Runs | 46 | 0.0876319 | 3.511192e+04 | 0.0689717 |
| Runs | 47 | 0.1129985 | 2.656088e+04 | 0.0876909 |
| Runs | 48 | 0.1446883 | 2.009233e+04 | 0.1103053 |
| Runs | 49 | 0.1836616 | 1.519911e+04 | 0.1369603 |
| Runs | 50 | 0.2307015 | 1.149757e+04 | 0.1674595 |
| Runs | 51 | 0.2862052 | 8.697490e+03 | 0.2011472 |
| Runs | 52 | 0.3499957 | 6.579332e+03 | 0.2368793 |
| Runs | 53 | 0.4211404 | 4.977024e+03 | 0.2731090 |
| Runs | 54 | 0.4979580 | 3.764936e+03 | 0.3081306 |
| Runs | 55 | 0.5780754 | 2.848036e+03 | 0.3403876 |
| Runs | 56 | 0.6587331 | 2.154435e+03 | 0.3687727 |
| Runs | 57 | 0.7371023 | 1.629751e+03 | 0.3927800 |
| Runs | 58 | 0.8107935 | 1.232847e+03 | 0.4125082 |
| Runs | 59 | 0.8778978 | 9.326033e+02 | 0.4284125 |
| Runs | 60 | 0.9376971 | 7.054802e+02 | 0.4412059 |
| Runs | 61 | 0.9897020 | 5.336699e+02 | 0.4515636 |
| Runs | 62 | 1.0341139 | 4.037017e+02 | 0.4601078 |
| Runs | 63 | 1.0721787 | 3.053856e+02 | 0.4673437 |
| Runs | 64 | 1.1031874 | 2.310130e+02 | 0.4737111 |
| Runs | 65 | 1.1297101 | 1.747528e+02 | 0.4794882 |
| Runs | 66 | 1.1501280 | 1.321941e+02 | 0.4849761 |
| Runs | 67 | 1.1635394 | 1.000000e+02 | 0.4903658 |
| Runs | 68 | 1.1682319 | 7.564633e+01 | 0.4957413 |
| Runs | 69 | 1.1599670 | 5.722368e+01 | 0.5011443 |
| Runs | 70 | 1.1328125 | 4.328761e+01 | 0.5065677 |
| Runs | 71 | 1.0800738 | 3.274549e+01 | 0.5119093 |
| Runs | 72 | 0.9943610 | 2.477076e+01 | 0.5170544 |
| Runs | 73 | 0.8703921 | 1.873817e+01 | 0.5219007 |
| Runs | 74 | 0.7058863 | 1.417474e+01 | 0.5263263 |
| Runs | 75 | 0.5030149 | 1.072267e+01 | 0.5302523 |
| Runs | 76 | 0.2686396 | 8.111308e+00 | 0.5336375 |
| Runs | 77 | 0.0129983 | 6.135907e+00 | 0.5364782 |
| Runs | 78 | -0.2529044 | 4.641589e+00 | 0.5388070 |
| Runs | 79 | -0.5163444 | 3.511192e+00 | 0.5406688 |
| Runs | 80 | -0.7689372 | 2.656088e+00 | 0.5421321 |
| Runs | 81 | -0.9993212 | 2.009233e+00 | 0.5432400 |
| Runs | 82 | -1.2091093 | 1.519911e+00 | 0.5440843 |
| Runs | 83 | -1.3918382 | 1.149757e+00 | 0.5446980 |
| Runs | 84 | -1.5508817 | 8.697490e-01 | 0.5451444 |
| Runs | 85 | -1.6845635 | 6.579332e-01 | 0.5454543 |
| Runs | 86 | -1.7957415 | 4.977024e-01 | 0.5456662 |
| Runs | 87 | -1.8857654 | 3.764936e-01 | 0.5458062 |
| Runs | 88 | -1.9581687 | 2.848036e-01 | 0.5458983 |
| Runs | 89 | -2.0162146 | 2.154435e-01 | 0.5459591 |
| Runs | 90 | -2.0612924 | 1.629751e-01 | 0.5459979 |
| Runs | 91 | -2.0963217 | 1.232847e-01 | 0.5460232 |
| Runs | 92 | -2.1230968 | 9.326030e-02 | 0.5460397 |
| Runs | 93 | -2.1431262 | 7.054800e-02 | 0.5460503 |
| Runs | 94 | -2.1590930 | 5.336700e-02 | 0.5460580 |
| Runs | 95 | -2.1705339 | 4.037020e-02 | 0.5460629 |
| Runs | 96 | -2.1800496 | 3.053860e-02 | 0.5460666 |
| Runs | 97 | -2.1868797 | 2.310130e-02 | 0.5460692 |
| Runs | 98 | -2.1919857 | 1.747530e-02 | 0.5460709 |
| Runs | 99 | -2.1962071 | 1.321940e-02 | 0.5460723 |
| Runs | 100 | -2.1987362 | 1.000000e-02 | 0.5460731 |
| RBI | 1 | 0.0000004 | 1.000000e+10 | 0.0000003 |
| RBI | 2 | 0.0000005 | 7.564633e+09 | 0.0000004 |
| RBI | 3 | 0.0000006 | 5.722368e+09 | 0.0000005 |
| RBI | 4 | 0.0000008 | 4.328761e+09 | 0.0000006 |
| RBI | 5 | 0.0000011 | 3.274549e+09 | 0.0000008 |
| RBI | 6 | 0.0000014 | 2.477076e+09 | 0.0000011 |
| RBI | 7 | 0.0000019 | 1.873817e+09 | 0.0000015 |
| RBI | 8 | 0.0000025 | 1.417474e+09 | 0.0000019 |
| RBI | 9 | 0.0000033 | 1.072267e+09 | 0.0000026 |
| RBI | 10 | 0.0000043 | 8.111308e+08 | 0.0000034 |
| RBI | 11 | 0.0000057 | 6.135907e+08 | 0.0000045 |
| RBI | 12 | 0.0000076 | 4.641589e+08 | 0.0000059 |
| RBI | 13 | 0.0000100 | 3.511192e+08 | 0.0000079 |
| RBI | 14 | 0.0000133 | 2.656088e+08 | 0.0000104 |
| RBI | 15 | 0.0000176 | 2.009233e+08 | 0.0000137 |
| RBI | 16 | 0.0000232 | 1.519911e+08 | 0.0000181 |
| RBI | 17 | 0.0000307 | 1.149757e+08 | 0.0000240 |
| RBI | 18 | 0.0000406 | 8.697490e+07 | 0.0000317 |
| RBI | 19 | 0.0000536 | 6.579332e+07 | 0.0000419 |
| RBI | 20 | 0.0000709 | 4.977024e+07 | 0.0000554 |
| RBI | 21 | 0.0000937 | 3.764936e+07 | 0.0000732 |
| RBI | 22 | 0.0001238 | 2.848036e+07 | 0.0000968 |
| RBI | 23 | 0.0001637 | 2.154435e+07 | 0.0001279 |
| RBI | 24 | 0.0002164 | 1.629751e+07 | 0.0001691 |
| RBI | 25 | 0.0002860 | 1.232847e+07 | 0.0002236 |
| RBI | 26 | 0.0003781 | 9.326033e+06 | 0.0002955 |
| RBI | 27 | 0.0004998 | 7.054802e+06 | 0.0003906 |
| RBI | 28 | 0.0006606 | 5.336699e+06 | 0.0005162 |
| RBI | 29 | 0.0008731 | 4.037017e+06 | 0.0006822 |
| RBI | 30 | 0.0011539 | 3.053856e+06 | 0.0009015 |
| RBI | 31 | 0.0015250 | 2.310130e+06 | 0.0011912 |
| RBI | 32 | 0.0020151 | 1.747528e+06 | 0.0015737 |
| RBI | 33 | 0.0026625 | 1.321941e+06 | 0.0020786 |
| RBI | 34 | 0.0035172 | 1.000000e+06 | 0.0027448 |
| RBI | 35 | 0.0046453 | 7.564633e+05 | 0.0036233 |
| RBI | 36 | 0.0061334 | 5.722368e+05 | 0.0047807 |
| RBI | 37 | 0.0080952 | 4.328761e+05 | 0.0063041 |
| RBI | 38 | 0.0106789 | 3.274549e+05 | 0.0083062 |
| RBI | 39 | 0.0140777 | 2.477076e+05 | 0.0109327 |
| RBI | 40 | 0.0185077 | 1.873817e+05 | 0.0143452 |
| RBI | 41 | 0.0243345 | 1.417474e+05 | 0.0188114 |
| RBI | 42 | 0.0319418 | 1.072267e+05 | 0.0246060 |
| RBI | 43 | 0.0418347 | 8.111308e+04 | 0.0320807 |
| RBI | 44 | 0.0546351 | 6.135907e+04 | 0.0416500 |
| RBI | 45 | 0.0710890 | 4.641589e+04 | 0.0537819 |
| RBI | 46 | 0.0920617 | 3.511192e+04 | 0.0689717 |
| RBI | 47 | 0.1185082 | 2.656088e+04 | 0.0876909 |
| RBI | 48 | 0.1514070 | 2.009233e+04 | 0.1103053 |
| RBI | 49 | 0.1916419 | 1.519911e+04 | 0.1369603 |
| RBI | 50 | 0.2398415 | 1.149757e+04 | 0.1674595 |
| RBI | 51 | 0.2961490 | 8.697490e+03 | 0.2011472 |
| RBI | 52 | 0.3600054 | 6.579332e+03 | 0.2368793 |
| RBI | 53 | 0.4299569 | 4.977024e+03 | 0.2731090 |
| RBI | 54 | 0.5036743 | 3.764936e+03 | 0.3081306 |
| RBI | 55 | 0.5780457 | 2.848036e+03 | 0.3403876 |
| RBI | 56 | 0.6495435 | 2.154435e+03 | 0.3687727 |
| RBI | 57 | 0.7146205 | 1.629751e+03 | 0.3927800 |
| RBI | 58 | 0.7705096 | 1.232847e+03 | 0.4125082 |
| RBI | 59 | 0.8147962 | 9.326033e+02 | 0.4284125 |
| RBI | 60 | 0.8471855 | 7.054802e+02 | 0.4412059 |
| RBI | 61 | 0.8675975 | 5.336699e+02 | 0.4515636 |
| RBI | 62 | 0.8772822 | 4.037017e+02 | 0.4601078 |
| RBI | 63 | 0.8791203 | 3.053856e+02 | 0.4673437 |
| RBI | 64 | 0.8739123 | 2.310130e+02 | 0.4737111 |
| RBI | 65 | 0.8664292 | 1.747528e+02 | 0.4794882 |
| RBI | 66 | 0.8566772 | 1.321941e+02 | 0.4849761 |
| RBI | 67 | 0.8455760 | 1.000000e+02 | 0.4903658 |
| RBI | 68 | 0.8329787 | 7.564633e+01 | 0.4957413 |
| RBI | 69 | 0.8163507 | 5.722368e+01 | 0.5011443 |
| RBI | 70 | 0.7921941 | 4.328761e+01 | 0.5065677 |
| RBI | 71 | 0.7564450 | 3.274549e+01 | 0.5119093 |
| RBI | 72 | 0.7049849 | 2.477076e+01 | 0.5170544 |
| RBI | 73 | 0.6365634 | 1.873817e+01 | 0.5219007 |
| RBI | 74 | 0.5510051 | 1.417474e+01 | 0.5263263 |
| RBI | 75 | 0.4507415 | 1.072267e+01 | 0.5302523 |
| RBI | 76 | 0.3400248 | 8.111308e+00 | 0.5336375 |
| RBI | 77 | 0.2234287 | 6.135907e+00 | 0.5364782 |
| RBI | 78 | 0.1039164 | 4.641589e+00 | 0.5388070 |
| RBI | 79 | -0.0141683 | 3.511192e+00 | 0.5406688 |
| RBI | 80 | -0.1297830 | 2.656088e+00 | 0.5421321 |
| RBI | 81 | -0.2372834 | 2.009233e+00 | 0.5432400 |
| RBI | 82 | -0.3401913 | 1.519911e+00 | 0.5440843 |
| RBI | 83 | -0.4343568 | 1.149757e+00 | 0.5446980 |
| RBI | 84 | -0.5209687 | 8.697490e-01 | 0.5451444 |
| RBI | 85 | -0.5973026 | 6.579332e-01 | 0.5454543 |
| RBI | 86 | -0.6632374 | 4.977024e-01 | 0.5456662 |
| RBI | 87 | -0.7181371 | 3.764936e-01 | 0.5458062 |
| RBI | 88 | -0.7631803 | 2.848036e-01 | 0.5458983 |
| RBI | 89 | -0.7998993 | 2.154435e-01 | 0.5459591 |
| RBI | 90 | -0.8286657 | 1.629751e-01 | 0.5459979 |
| RBI | 91 | -0.8509939 | 1.232847e-01 | 0.5460232 |
| RBI | 92 | -0.8679825 | 9.326030e-02 | 0.5460397 |
| RBI | 93 | -0.8805956 | 7.054800e-02 | 0.5460503 |
| RBI | 94 | -0.8907918 | 5.336700e-02 | 0.5460580 |
| RBI | 95 | -0.8980045 | 4.037020e-02 | 0.5460629 |
| RBI | 96 | -0.9041437 | 3.053860e-02 | 0.5460666 |
| RBI | 97 | -0.9085485 | 2.310130e-02 | 0.5460692 |
| RBI | 98 | -0.9118400 | 1.747530e-02 | 0.5460709 |
| RBI | 99 | -0.9145880 | 1.321940e-02 | 0.5460723 |
| RBI | 100 | -0.9162301 | 1.000000e-02 | 0.5460731 |
| Walks | 1 | 0.0000004 | 1.000000e+10 | 0.0000003 |
| Walks | 2 | 0.0000005 | 7.564633e+09 | 0.0000004 |
| Walks | 3 | 0.0000007 | 5.722368e+09 | 0.0000005 |
| Walks | 4 | 0.0000010 | 4.328761e+09 | 0.0000006 |
| Walks | 5 | 0.0000013 | 3.274549e+09 | 0.0000008 |
| Walks | 6 | 0.0000017 | 2.477076e+09 | 0.0000011 |
| Walks | 7 | 0.0000022 | 1.873817e+09 | 0.0000015 |
| Walks | 8 | 0.0000029 | 1.417474e+09 | 0.0000019 |
| Walks | 9 | 0.0000039 | 1.072267e+09 | 0.0000026 |
| Walks | 10 | 0.0000051 | 8.111308e+08 | 0.0000034 |
| Walks | 11 | 0.0000068 | 6.135907e+08 | 0.0000045 |
| Walks | 12 | 0.0000089 | 4.641589e+08 | 0.0000059 |
| Walks | 13 | 0.0000118 | 3.511192e+08 | 0.0000079 |
| Walks | 14 | 0.0000156 | 2.656088e+08 | 0.0000104 |
| Walks | 15 | 0.0000207 | 2.009233e+08 | 0.0000137 |
| Walks | 16 | 0.0000273 | 1.519911e+08 | 0.0000181 |
| Walks | 17 | 0.0000361 | 1.149757e+08 | 0.0000240 |
| Walks | 18 | 0.0000477 | 8.697490e+07 | 0.0000317 |
| Walks | 19 | 0.0000631 | 6.579332e+07 | 0.0000419 |
| Walks | 20 | 0.0000834 | 4.977024e+07 | 0.0000554 |
| Walks | 21 | 0.0001103 | 3.764936e+07 | 0.0000732 |
| Walks | 22 | 0.0001457 | 2.848036e+07 | 0.0000968 |
| Walks | 23 | 0.0001927 | 2.154435e+07 | 0.0001279 |
| Walks | 24 | 0.0002547 | 1.629751e+07 | 0.0001691 |
| Walks | 25 | 0.0003367 | 1.232847e+07 | 0.0002236 |
| Walks | 26 | 0.0004450 | 9.326033e+06 | 0.0002955 |
| Walks | 27 | 0.0005882 | 7.054802e+06 | 0.0003906 |
| Walks | 28 | 0.0007775 | 5.336699e+06 | 0.0005162 |
| Walks | 29 | 0.0010277 | 4.037017e+06 | 0.0006822 |
| Walks | 30 | 0.0013582 | 3.053856e+06 | 0.0009015 |
| Walks | 31 | 0.0017950 | 2.310130e+06 | 0.0011912 |
| Walks | 32 | 0.0023720 | 1.747528e+06 | 0.0015737 |
| Walks | 33 | 0.0031342 | 1.321941e+06 | 0.0020786 |
| Walks | 34 | 0.0041406 | 1.000000e+06 | 0.0027448 |
| Walks | 35 | 0.0054690 | 7.564633e+05 | 0.0036233 |
| Walks | 36 | 0.0072218 | 5.722368e+05 | 0.0047807 |
| Walks | 37 | 0.0095329 | 4.328761e+05 | 0.0063041 |
| Walks | 38 | 0.0125778 | 3.274549e+05 | 0.0083062 |
| Walks | 39 | 0.0165851 | 2.477076e+05 | 0.0109327 |
| Walks | 40 | 0.0218179 | 1.873817e+05 | 0.0143452 |
| Walks | 41 | 0.0287020 | 1.417474e+05 | 0.0188114 |
| Walks | 42 | 0.0377005 | 1.072267e+05 | 0.0246060 |
| Walks | 43 | 0.0494220 | 8.111308e+04 | 0.0320807 |
| Walks | 44 | 0.0646214 | 6.135907e+04 | 0.0416500 |
| Walks | 45 | 0.0842158 | 4.641589e+04 | 0.0537819 |
| Walks | 46 | 0.1092880 | 3.511192e+04 | 0.0689717 |
| Walks | 47 | 0.1410672 | 2.656088e+04 | 0.0876909 |
| Walks | 48 | 0.1808738 | 2.009233e+04 | 0.1103053 |
| Walks | 49 | 0.2300125 | 1.519911e+04 | 0.1369603 |
| Walks | 50 | 0.2896187 | 1.149757e+04 | 0.1674595 |
| Walks | 51 | 0.3604422 | 8.697490e+03 | 0.2011472 |
| Walks | 52 | 0.4426320 | 6.579332e+03 | 0.2368793 |
| Walks | 53 | 0.5355508 | 4.977024e+03 | 0.2731090 |
| Walks | 54 | 0.6377760 | 3.764936e+03 | 0.3081306 |
| Walks | 55 | 0.7471760 | 2.848036e+03 | 0.3403876 |
| Walks | 56 | 0.8612172 | 2.154435e+03 | 0.3687727 |
| Walks | 57 | 0.9772875 | 1.629751e+03 | 0.3927800 |
| Walks | 58 | 1.0934418 | 1.232847e+03 | 0.4125082 |
| Walks | 59 | 1.2076718 | 9.326033e+02 | 0.4284125 |
| Walks | 60 | 1.3198795 | 7.054802e+02 | 0.4412059 |
| Walks | 61 | 1.4298316 | 5.336699e+02 | 0.4515636 |
| Walks | 62 | 1.5386280 | 4.037017e+02 | 0.4601078 |
| Walks | 63 | 1.6490380 | 3.053856e+02 | 0.4673437 |
| Walks | 64 | 1.7635487 | 2.310130e+02 | 0.4737111 |
| Walks | 65 | 1.8878871 | 1.747528e+02 | 0.4794882 |
| Walks | 66 | 2.0268310 | 1.321941e+02 | 0.4849761 |
| Walks | 67 | 2.1866738 | 1.000000e+02 | 0.4903658 |
| Walks | 68 | 2.3726576 | 7.564633e+01 | 0.4957413 |
| Walks | 69 | 2.5882307 | 5.722368e+01 | 0.5011443 |
| Walks | 70 | 2.8350843 | 4.328761e+01 | 0.5065677 |
| Walks | 71 | 3.1102968 | 3.274549e+01 | 0.5119093 |
| Walks | 72 | 3.4076321 | 2.477076e+01 | 0.5170544 |
| Walks | 73 | 3.7200425 | 1.873817e+01 | 0.5219007 |
| Walks | 74 | 4.0365649 | 1.417474e+01 | 0.5263263 |
| Walks | 75 | 4.3466515 | 1.072267e+01 | 0.5302523 |
| Walks | 76 | 4.6407848 | 8.111308e+00 | 0.5336375 |
| Walks | 77 | 4.9110792 | 6.135907e+00 | 0.5364782 |
| Walks | 78 | 5.1515962 | 4.641589e+00 | 0.5388070 |
| Walks | 79 | 5.3600785 | 3.511192e+00 | 0.5406688 |
| Walks | 80 | 5.5357165 | 2.656088e+00 | 0.5421321 |
| Walks | 81 | 5.6812245 | 2.009233e+00 | 0.5432400 |
| Walks | 82 | 5.7981554 | 1.519911e+00 | 0.5440843 |
| Walks | 83 | 5.8910979 | 1.149757e+00 | 0.5446980 |
| Walks | 84 | 5.9635746 | 8.697490e-01 | 0.5451444 |
| Walks | 85 | 6.0198809 | 6.579332e-01 | 0.5454543 |
| Walks | 86 | 6.0633585 | 4.977024e-01 | 0.5456662 |
| Walks | 87 | 6.0969219 | 3.764936e-01 | 0.5458062 |
| Walks | 88 | 6.1227027 | 2.848036e-01 | 0.5458983 |
| Walks | 89 | 6.1423731 | 2.154435e-01 | 0.5459591 |
| Walks | 90 | 6.1573465 | 1.629751e-01 | 0.5459979 |
| Walks | 91 | 6.1687194 | 1.232847e-01 | 0.5460232 |
| Walks | 92 | 6.1772886 | 9.326030e-02 | 0.5460397 |
| Walks | 93 | 6.1836867 | 7.054800e-02 | 0.5460503 |
| Walks | 94 | 6.1886119 | 5.336700e-02 | 0.5460580 |
| Walks | 95 | 6.1921207 | 4.037020e-02 | 0.5460629 |
| Walks | 96 | 6.1949605 | 3.053860e-02 | 0.5460666 |
| Walks | 97 | 6.1969498 | 2.310130e-02 | 0.5460692 |
| Walks | 98 | 6.1984355 | 1.747530e-02 | 0.5460709 |
| Walks | 99 | 6.1996526 | 1.321940e-02 | 0.5460723 |
| Walks | 100 | 6.2003772 | 1.000000e-02 | 0.5460731 |
| Years | 1 | 0.0000017 | 1.000000e+10 | 0.0000003 |
| Years | 2 | 0.0000022 | 7.564633e+09 | 0.0000004 |
| Years | 3 | 0.0000030 | 5.722368e+09 | 0.0000005 |
| Years | 4 | 0.0000039 | 4.328761e+09 | 0.0000006 |
| Years | 5 | 0.0000052 | 3.274549e+09 | 0.0000008 |
| Years | 6 | 0.0000069 | 2.477076e+09 | 0.0000011 |
| Years | 7 | 0.0000091 | 1.873817e+09 | 0.0000015 |
| Years | 8 | 0.0000120 | 1.417474e+09 | 0.0000019 |
| Years | 9 | 0.0000158 | 1.072267e+09 | 0.0000026 |
| Years | 10 | 0.0000209 | 8.111308e+08 | 0.0000034 |
| Years | 11 | 0.0000277 | 6.135907e+08 | 0.0000045 |
| Years | 12 | 0.0000366 | 4.641589e+08 | 0.0000059 |
| Years | 13 | 0.0000484 | 3.511192e+08 | 0.0000079 |
| Years | 14 | 0.0000639 | 2.656088e+08 | 0.0000104 |
| Years | 15 | 0.0000845 | 2.009233e+08 | 0.0000137 |
| Years | 16 | 0.0001117 | 1.519911e+08 | 0.0000181 |
| Years | 17 | 0.0001477 | 1.149757e+08 | 0.0000240 |
| Years | 18 | 0.0001952 | 8.697490e+07 | 0.0000317 |
| Years | 19 | 0.0002580 | 6.579332e+07 | 0.0000419 |
| Years | 20 | 0.0003411 | 4.977024e+07 | 0.0000554 |
| Years | 21 | 0.0004509 | 3.764936e+07 | 0.0000732 |
| Years | 22 | 0.0005960 | 2.848036e+07 | 0.0000968 |
| Years | 23 | 0.0007879 | 2.154435e+07 | 0.0001279 |
| Years | 24 | 0.0010415 | 1.629751e+07 | 0.0001691 |
| Years | 25 | 0.0013767 | 1.232847e+07 | 0.0002236 |
| Years | 26 | 0.0018198 | 9.326033e+06 | 0.0002955 |
| Years | 27 | 0.0024054 | 7.054802e+06 | 0.0003906 |
| Years | 28 | 0.0031794 | 5.336699e+06 | 0.0005162 |
| Years | 29 | 0.0042023 | 4.037017e+06 | 0.0006822 |
| Years | 30 | 0.0055538 | 3.053856e+06 | 0.0009015 |
| Years | 31 | 0.0073396 | 2.310130e+06 | 0.0011912 |
| Years | 32 | 0.0096984 | 1.747528e+06 | 0.0015737 |
| Years | 33 | 0.0128138 | 1.321941e+06 | 0.0020786 |
| Years | 34 | 0.0169268 | 1.000000e+06 | 0.0027448 |
| Years | 35 | 0.0223550 | 7.564633e+05 | 0.0036233 |
| Years | 36 | 0.0295147 | 5.722368e+05 | 0.0047807 |
| Years | 37 | 0.0389519 | 4.328761e+05 | 0.0063041 |
| Years | 38 | 0.0513791 | 3.274549e+05 | 0.0083062 |
| Years | 39 | 0.0677236 | 2.477076e+05 | 0.0109327 |
| Years | 40 | 0.0888350 | 1.873817e+05 | 0.0143452 |
| Years | 41 | 0.1167003 | 1.417474e+05 | 0.0188114 |
| Years | 42 | 0.1530045 | 1.072267e+05 | 0.0246060 |
| Years | 43 | 0.2000875 | 8.111308e+04 | 0.0320807 |
| Years | 44 | 0.2607876 | 6.135907e+04 | 0.0416500 |
| Years | 45 | 0.3384406 | 4.641589e+04 | 0.0537819 |
| Years | 46 | 0.4367954 | 3.511192e+04 | 0.0689717 |
| Years | 47 | 0.5597875 | 2.656088e+04 | 0.0876909 |
| Years | 48 | 0.7111047 | 2.009233e+04 | 0.1103053 |
| Years | 49 | 0.8934578 | 1.519911e+04 | 0.1369603 |
| Years | 50 | 1.1077029 | 1.149757e+04 | 0.1674595 |
| Years | 51 | 1.3515674 | 8.697490e+03 | 0.2011472 |
| Years | 52 | 1.6186210 | 6.579332e+03 | 0.2368793 |
| Years | 53 | 1.8973479 | 4.977024e+03 | 0.2731090 |
| Years | 54 | 2.1719538 | 3.764936e+03 | 0.3081306 |
| Years | 55 | 2.4227711 | 2.848036e+03 | 0.3403876 |
| Years | 56 | 2.6284632 | 2.154435e+03 | 0.3687727 |
| Years | 57 | 2.7672071 | 1.629751e+03 | 0.3927800 |
| Years | 58 | 2.8197715 | 1.232847e+03 | 0.4125082 |
| Years | 59 | 2.7669044 | 9.326033e+02 | 0.4284125 |
| Years | 60 | 2.5964042 | 7.054802e+02 | 0.4412059 |
| Years | 61 | 2.2906522 | 5.336699e+02 | 0.4515636 |
| Years | 62 | 1.8339550 | 4.037017e+02 | 0.4601078 |
| Years | 63 | 1.2252824 | 3.053856e+02 | 0.4673437 |
| Years | 64 | 0.4287021 | 2.310130e+02 | 0.4737111 |
| Years | 65 | -0.5096256 | 1.747528e+02 | 0.4794882 |
| Years | 66 | -1.6126384 | 1.321941e+02 | 0.4849761 |
| Years | 67 | -2.8560510 | 1.000000e+02 | 0.4903658 |
| Years | 68 | -4.1796253 | 7.564633e+01 | 0.4957413 |
| Years | 69 | -5.5297609 | 5.722368e+01 | 0.5011443 |
| Years | 70 | -6.8581416 | 4.328761e+01 | 0.5065677 |
| Years | 71 | -8.0816071 | 3.274549e+01 | 0.5119093 |
| Years | 72 | -9.1320054 | 2.477076e+01 | 0.5170544 |
| Years | 73 | -9.9810337 | 1.873817e+01 | 0.5219007 |
| Years | 74 | -10.5807895 | 1.417474e+01 | 0.5263263 |
| Years | 75 | -10.9156193 | 1.072267e+01 | 0.5302523 |
| Years | 76 | -10.9917211 | 8.111308e+00 | 0.5336375 |
| Years | 77 | -10.8303912 | 6.135907e+00 | 0.5364782 |
| Years | 78 | -10.4583271 | 4.641589e+00 | 0.5388070 |
| Years | 79 | -9.9330647 | 3.511192e+00 | 0.5406688 |
| Years | 80 | -9.2923000 | 2.656088e+00 | 0.5421321 |
| Years | 81 | -8.6201071 | 2.009233e+00 | 0.5432400 |
| Years | 82 | -7.9083648 | 1.519911e+00 | 0.5440843 |
| Years | 83 | -7.2326931 | 1.149757e+00 | 0.5446980 |
| Years | 84 | -6.5911716 | 8.697490e-01 | 0.5451444 |
| Years | 85 | -6.0267066 | 6.579332e-01 | 0.5454543 |
| Years | 86 | -5.5402066 | 4.977024e-01 | 0.5456662 |
| Years | 87 | -5.1408332 | 3.764936e-01 | 0.5458062 |
| Years | 88 | -4.8158407 | 2.848036e-01 | 0.5458983 |
| Years | 89 | -4.5519898 | 2.154435e-01 | 0.5459591 |
| Years | 90 | -4.3482824 | 1.629751e-01 | 0.5459979 |
| Years | 91 | -4.1890140 | 1.232847e-01 | 0.5460232 |
| Years | 92 | -4.0665970 | 9.326030e-02 | 0.5460397 |
| Years | 93 | -3.9748717 | 7.054800e-02 | 0.5460503 |
| Years | 94 | -3.9006364 | 5.336700e-02 | 0.5460580 |
| Years | 95 | -3.8472274 | 4.037020e-02 | 0.5460629 |
| Years | 96 | -3.8025868 | 3.053860e-02 | 0.5460666 |
| Years | 97 | -3.7702245 | 2.310130e-02 | 0.5460692 |
| Years | 98 | -3.7460508 | 1.747530e-02 | 0.5460709 |
| Years | 99 | -3.7260113 | 1.321940e-02 | 0.5460723 |
| Years | 100 | -3.7140342 | 1.000000e-02 | 0.5460731 |
| CAtBat | 1 | 0.0000000 | 1.000000e+10 | 0.0000003 |
| CAtBat | 2 | 0.0000000 | 7.564633e+09 | 0.0000004 |
| CAtBat | 3 | 0.0000000 | 5.722368e+09 | 0.0000005 |
| CAtBat | 4 | 0.0000000 | 4.328761e+09 | 0.0000006 |
| CAtBat | 5 | 0.0000000 | 3.274549e+09 | 0.0000008 |
| CAtBat | 6 | 0.0000000 | 2.477076e+09 | 0.0000011 |
| CAtBat | 7 | 0.0000000 | 1.873817e+09 | 0.0000015 |
| CAtBat | 8 | 0.0000000 | 1.417474e+09 | 0.0000019 |
| CAtBat | 9 | 0.0000000 | 1.072267e+09 | 0.0000026 |
| CAtBat | 10 | 0.0000001 | 8.111308e+08 | 0.0000034 |
| CAtBat | 11 | 0.0000001 | 6.135907e+08 | 0.0000045 |
| CAtBat | 12 | 0.0000001 | 4.641589e+08 | 0.0000059 |
| CAtBat | 13 | 0.0000001 | 3.511192e+08 | 0.0000079 |
| CAtBat | 14 | 0.0000002 | 2.656088e+08 | 0.0000104 |
| CAtBat | 15 | 0.0000002 | 2.009233e+08 | 0.0000137 |
| CAtBat | 16 | 0.0000003 | 1.519911e+08 | 0.0000181 |
| CAtBat | 17 | 0.0000004 | 1.149757e+08 | 0.0000240 |
| CAtBat | 18 | 0.0000005 | 8.697490e+07 | 0.0000317 |
| CAtBat | 19 | 0.0000007 | 6.579332e+07 | 0.0000419 |
| CAtBat | 20 | 0.0000009 | 4.977024e+07 | 0.0000554 |
| CAtBat | 21 | 0.0000012 | 3.764936e+07 | 0.0000732 |
| CAtBat | 22 | 0.0000016 | 2.848036e+07 | 0.0000968 |
| CAtBat | 23 | 0.0000022 | 2.154435e+07 | 0.0001279 |
| CAtBat | 24 | 0.0000029 | 1.629751e+07 | 0.0001691 |
| CAtBat | 25 | 0.0000038 | 1.232847e+07 | 0.0002236 |
| CAtBat | 26 | 0.0000050 | 9.326033e+06 | 0.0002955 |
| CAtBat | 27 | 0.0000066 | 7.054802e+06 | 0.0003906 |
| CAtBat | 28 | 0.0000088 | 5.336699e+06 | 0.0005162 |
| CAtBat | 29 | 0.0000116 | 4.037017e+06 | 0.0006822 |
| CAtBat | 30 | 0.0000153 | 3.053856e+06 | 0.0009015 |
| CAtBat | 31 | 0.0000202 | 2.310130e+06 | 0.0011912 |
| CAtBat | 32 | 0.0000267 | 1.747528e+06 | 0.0015737 |
| CAtBat | 33 | 0.0000353 | 1.321941e+06 | 0.0020786 |
| CAtBat | 34 | 0.0000466 | 1.000000e+06 | 0.0027448 |
| CAtBat | 35 | 0.0000615 | 7.564633e+05 | 0.0036233 |
| CAtBat | 36 | 0.0000813 | 5.722368e+05 | 0.0047807 |
| CAtBat | 37 | 0.0001073 | 4.328761e+05 | 0.0063041 |
| CAtBat | 38 | 0.0001415 | 3.274549e+05 | 0.0083062 |
| CAtBat | 39 | 0.0001865 | 2.477076e+05 | 0.0109327 |
| CAtBat | 40 | 0.0002450 | 1.873817e+05 | 0.0143452 |
| CAtBat | 41 | 0.0003220 | 1.417474e+05 | 0.0188114 |
| CAtBat | 42 | 0.0004224 | 1.072267e+05 | 0.0246060 |
| CAtBat | 43 | 0.0005530 | 8.111308e+04 | 0.0320807 |
| CAtBat | 44 | 0.0007216 | 6.135907e+04 | 0.0416500 |
| CAtBat | 45 | 0.0009380 | 4.641589e+04 | 0.0537819 |
| CAtBat | 46 | 0.0012132 | 3.511192e+04 | 0.0689717 |
| CAtBat | 47 | 0.0015592 | 2.656088e+04 | 0.0876909 |
| CAtBat | 48 | 0.0019880 | 2.009233e+04 | 0.1103053 |
| CAtBat | 49 | 0.0025100 | 1.519911e+04 | 0.1369603 |
| CAtBat | 50 | 0.0031318 | 1.149757e+04 | 0.1674595 |
| CAtBat | 51 | 0.0038533 | 8.697490e+03 | 0.2011472 |
| CAtBat | 52 | 0.0046653 | 6.579332e+03 | 0.2368793 |
| CAtBat | 53 | 0.0055475 | 4.977024e+03 | 0.2731090 |
| CAtBat | 54 | 0.0064699 | 3.764936e+03 | 0.3081306 |
| CAtBat | 55 | 0.0073947 | 2.848036e+03 | 0.3403876 |
| CAtBat | 56 | 0.0082818 | 2.154435e+03 | 0.3687727 |
| CAtBat | 57 | 0.0090920 | 1.629751e+03 | 0.3927800 |
| CAtBat | 58 | 0.0098042 | 1.232847e+03 | 0.4125082 |
| CAtBat | 59 | 0.0103811 | 9.326033e+02 | 0.4284125 |
| CAtBat | 60 | 0.0108341 | 7.054802e+02 | 0.4412059 |
| CAtBat | 61 | 0.0111426 | 5.336699e+02 | 0.4515636 |
| CAtBat | 62 | 0.0112975 | 4.037017e+02 | 0.4601078 |
| CAtBat | 63 | 0.0113216 | 3.053856e+02 | 0.4673437 |
| CAtBat | 64 | 0.0111327 | 2.310130e+02 | 0.4737111 |
| CAtBat | 65 | 0.0108125 | 1.747528e+02 | 0.4794882 |
| CAtBat | 66 | 0.0102502 | 1.321941e+02 | 0.4849761 |
| CAtBat | 67 | 0.0093988 | 1.000000e+02 | 0.4903658 |
| CAtBat | 68 | 0.0082189 | 7.564633e+01 | 0.4957413 |
| CAtBat | 69 | 0.0065957 | 5.722368e+01 | 0.5011443 |
| CAtBat | 70 | 0.0043812 | 4.328761e+01 | 0.5065677 |
| CAtBat | 71 | 0.0014293 | 3.274549e+01 | 0.5119093 |
| CAtBat | 72 | -0.0024658 | 2.477076e+01 | 0.5170544 |
| CAtBat | 73 | -0.0074850 | 1.873817e+01 | 0.5219007 |
| CAtBat | 74 | -0.0138037 | 1.417474e+01 | 0.5263263 |
| CAtBat | 75 | -0.0215482 | 1.072267e+01 | 0.5302523 |
| CAtBat | 76 | -0.0307521 | 8.111308e+00 | 0.5336375 |
| CAtBat | 77 | -0.0413482 | 6.135907e+00 | 0.5364782 |
| CAtBat | 78 | -0.0532062 | 4.641589e+00 | 0.5388070 |
| CAtBat | 79 | -0.0659320 | 3.511192e+00 | 0.5406688 |
| CAtBat | 80 | -0.0792321 | 2.656088e+00 | 0.5421321 |
| CAtBat | 81 | -0.0922939 | 2.009233e+00 | 0.5432400 |
| CAtBat | 82 | -0.1052349 | 1.519911e+00 | 0.5440843 |
| CAtBat | 83 | -0.1171587 | 1.149757e+00 | 0.5446980 |
| CAtBat | 84 | -0.1281349 | 8.697490e-01 | 0.5451444 |
| CAtBat | 85 | -0.1376330 | 6.579332e-01 | 0.5454543 |
| CAtBat | 86 | -0.1457004 | 4.977024e-01 | 0.5456662 |
| CAtBat | 87 | -0.1522684 | 3.764936e-01 | 0.5458062 |
| CAtBat | 88 | -0.1575691 | 2.848036e-01 | 0.5458983 |
| CAtBat | 89 | -0.1618281 | 2.154435e-01 | 0.5459591 |
| CAtBat | 90 | -0.1650985 | 1.629751e-01 | 0.5459979 |
| CAtBat | 91 | -0.1676366 | 1.232847e-01 | 0.5460232 |
| CAtBat | 92 | -0.1695734 | 9.326030e-02 | 0.5460397 |
| CAtBat | 93 | -0.1710180 | 7.054800e-02 | 0.5460503 |
| CAtBat | 94 | -0.1721853 | 5.336700e-02 | 0.5460580 |
| CAtBat | 95 | -0.1730196 | 4.037020e-02 | 0.5460629 |
| CAtBat | 96 | -0.1737195 | 3.053860e-02 | 0.5460666 |
| CAtBat | 97 | -0.1742244 | 2.310130e-02 | 0.5460692 |
| CAtBat | 98 | -0.1746012 | 1.747530e-02 | 0.5460709 |
| CAtBat | 99 | -0.1749136 | 1.321940e-02 | 0.5460723 |
| CAtBat | 100 | -0.1751006 | 1.000000e-02 | 0.5460731 |
| CHits | 1 | 0.0000000 | 1.000000e+10 | 0.0000003 |
| CHits | 2 | 0.0000000 | 7.564633e+09 | 0.0000004 |
| CHits | 3 | 0.0000000 | 5.722368e+09 | 0.0000005 |
| CHits | 4 | 0.0000000 | 4.328761e+09 | 0.0000006 |
| CHits | 5 | 0.0000001 | 3.274549e+09 | 0.0000008 |
| CHits | 6 | 0.0000001 | 2.477076e+09 | 0.0000011 |
| CHits | 7 | 0.0000001 | 1.873817e+09 | 0.0000015 |
| CHits | 8 | 0.0000001 | 1.417474e+09 | 0.0000019 |
| CHits | 9 | 0.0000002 | 1.072267e+09 | 0.0000026 |
| CHits | 10 | 0.0000002 | 8.111308e+08 | 0.0000034 |
| CHits | 11 | 0.0000003 | 6.135907e+08 | 0.0000045 |
| CHits | 12 | 0.0000004 | 4.641589e+08 | 0.0000059 |
| CHits | 13 | 0.0000005 | 3.511192e+08 | 0.0000079 |
| CHits | 14 | 0.0000006 | 2.656088e+08 | 0.0000104 |
| CHits | 15 | 0.0000009 | 2.009233e+08 | 0.0000137 |
| CHits | 16 | 0.0000011 | 1.519911e+08 | 0.0000181 |
| CHits | 17 | 0.0000015 | 1.149757e+08 | 0.0000240 |
| CHits | 18 | 0.0000020 | 8.697490e+07 | 0.0000317 |
| CHits | 19 | 0.0000026 | 6.579332e+07 | 0.0000419 |
| CHits | 20 | 0.0000035 | 4.977024e+07 | 0.0000554 |
| CHits | 21 | 0.0000046 | 3.764936e+07 | 0.0000732 |
| CHits | 22 | 0.0000060 | 2.848036e+07 | 0.0000968 |
| CHits | 23 | 0.0000080 | 2.154435e+07 | 0.0001279 |
| CHits | 24 | 0.0000106 | 1.629751e+07 | 0.0001691 |
| CHits | 25 | 0.0000139 | 1.232847e+07 | 0.0002236 |
| CHits | 26 | 0.0000184 | 9.326033e+06 | 0.0002955 |
| CHits | 27 | 0.0000244 | 7.054802e+06 | 0.0003906 |
| CHits | 28 | 0.0000322 | 5.336699e+06 | 0.0005162 |
| CHits | 29 | 0.0000426 | 4.037017e+06 | 0.0006822 |
| CHits | 30 | 0.0000563 | 3.053856e+06 | 0.0009015 |
| CHits | 31 | 0.0000744 | 2.310130e+06 | 0.0011912 |
| CHits | 32 | 0.0000983 | 1.747528e+06 | 0.0015737 |
| CHits | 33 | 0.0001298 | 1.321941e+06 | 0.0020786 |
| CHits | 34 | 0.0001715 | 1.000000e+06 | 0.0027448 |
| CHits | 35 | 0.0002265 | 7.564633e+05 | 0.0036233 |
| CHits | 36 | 0.0002991 | 5.722368e+05 | 0.0047807 |
| CHits | 37 | 0.0003947 | 4.328761e+05 | 0.0063041 |
| CHits | 38 | 0.0005207 | 3.274549e+05 | 0.0083062 |
| CHits | 39 | 0.0006864 | 2.477076e+05 | 0.0109327 |
| CHits | 40 | 0.0009022 | 1.873817e+05 | 0.0143452 |
| CHits | 41 | 0.0011861 | 1.417474e+05 | 0.0188114 |
| CHits | 42 | 0.0015566 | 1.072267e+05 | 0.0246060 |
| CHits | 43 | 0.0020383 | 8.111308e+04 | 0.0320807 |
| CHits | 44 | 0.0026612 | 6.135907e+04 | 0.0416500 |
| CHits | 45 | 0.0034616 | 4.641589e+04 | 0.0537819 |
| CHits | 46 | 0.0044811 | 3.511192e+04 | 0.0689717 |
| CHits | 47 | 0.0057658 | 2.656088e+04 | 0.0876909 |
| CHits | 48 | 0.0073628 | 2.009233e+04 | 0.1103053 |
| CHits | 49 | 0.0093151 | 1.519911e+04 | 0.1369603 |
| CHits | 50 | 0.0116536 | 1.149757e+04 | 0.1674595 |
| CHits | 51 | 0.0143886 | 8.697490e+03 | 0.2011472 |
| CHits | 52 | 0.0175004 | 6.579332e+03 | 0.2368793 |
| CHits | 53 | 0.0209351 | 4.977024e+03 | 0.2731090 |
| CHits | 54 | 0.0246075 | 3.764936e+03 | 0.3081306 |
| CHits | 55 | 0.0284119 | 2.848036e+03 | 0.3403876 |
| CHits | 56 | 0.0322403 | 2.154435e+03 | 0.3687727 |
| CHits | 57 | 0.0360011 | 1.629751e+03 | 0.3927800 |
| CHits | 58 | 0.0396794 | 1.232847e+03 | 0.4125082 |
| CHits | 59 | 0.0432193 | 9.326033e+02 | 0.4284125 |
| CHits | 60 | 0.0467456 | 7.054802e+02 | 0.4412059 |
| CHits | 61 | 0.0503162 | 5.336699e+02 | 0.4515636 |
| CHits | 62 | 0.0540663 | 4.037017e+02 | 0.4601078 |
| CHits | 63 | 0.0581936 | 3.053856e+02 | 0.4673437 |
| CHits | 64 | 0.0628490 | 2.310130e+02 | 0.4737111 |
| CHits | 65 | 0.0682373 | 1.747528e+02 | 0.4794882 |
| CHits | 66 | 0.0745605 | 1.321941e+02 | 0.4849761 |
| CHits | 67 | 0.0820561 | 1.000000e+02 | 0.4903658 |
| CHits | 68 | 0.0907726 | 7.564633e+01 | 0.4957413 |
| CHits | 69 | 0.1006909 | 5.722368e+01 | 0.5011443 |
| CHits | 70 | 0.1118777 | 4.328761e+01 | 0.5065677 |
| CHits | 71 | 0.1239214 | 3.274549e+01 | 0.5119093 |
| CHits | 72 | 0.1362730 | 2.477076e+01 | 0.5170544 |
| CHits | 73 | 0.1489150 | 1.873817e+01 | 0.5219007 |
| CHits | 74 | 0.1611629 | 1.417474e+01 | 0.5263263 |
| CHits | 75 | 0.1726364 | 1.072267e+01 | 0.5302523 |
| CHits | 76 | 0.1831665 | 8.111308e+00 | 0.5336375 |
| CHits | 77 | 0.1926485 | 6.135907e+00 | 0.5364782 |
| CHits | 78 | 0.2007102 | 4.641589e+00 | 0.5388070 |
| CHits | 79 | 0.2077126 | 3.511192e+00 | 0.5406688 |
| CHits | 80 | 0.2132942 | 2.656088e+00 | 0.5421321 |
| CHits | 81 | 0.2183591 | 2.009233e+00 | 0.5432400 |
| CHits | 82 | 0.2218419 | 1.519911e+00 | 0.5440843 |
| CHits | 83 | 0.2240931 | 1.149757e+00 | 0.5446980 |
| CHits | 84 | 0.2249102 | 8.697490e-01 | 0.5451444 |
| CHits | 85 | 0.2246134 | 6.579332e-01 | 0.5454543 |
| CHits | 86 | 0.2235170 | 4.977024e-01 | 0.5456662 |
| CHits | 87 | 0.2220310 | 3.764936e-01 | 0.5458062 |
| CHits | 88 | 0.2204008 | 2.848036e-01 | 0.5458983 |
| CHits | 89 | 0.2187198 | 2.154435e-01 | 0.5459591 |
| CHits | 90 | 0.2171948 | 1.629751e-01 | 0.5459979 |
| CHits | 91 | 0.2158740 | 1.232847e-01 | 0.5460232 |
| CHits | 92 | 0.2147859 | 9.326030e-02 | 0.5460397 |
| CHits | 93 | 0.2139426 | 7.054800e-02 | 0.5460503 |
| CHits | 94 | 0.2132329 | 5.336700e-02 | 0.5460580 |
| CHits | 95 | 0.2127106 | 4.037020e-02 | 0.5460629 |
| CHits | 96 | 0.2122596 | 3.053860e-02 | 0.5460666 |
| CHits | 97 | 0.2119241 | 2.310130e-02 | 0.5460692 |
| CHits | 98 | 0.2116704 | 1.747530e-02 | 0.5460709 |
| CHits | 99 | 0.2114564 | 1.321940e-02 | 0.5460723 |
| CHits | 100 | 0.2113277 | 1.000000e-02 | 0.5460731 |
| CHmRun | 1 | 0.0000001 | 1.000000e+10 | 0.0000003 |
| CHmRun | 2 | 0.0000002 | 7.564633e+09 | 0.0000004 |
| CHmRun | 3 | 0.0000002 | 5.722368e+09 | 0.0000005 |
| CHmRun | 4 | 0.0000003 | 4.328761e+09 | 0.0000006 |
| CHmRun | 5 | 0.0000004 | 3.274549e+09 | 0.0000008 |
| CHmRun | 6 | 0.0000005 | 2.477076e+09 | 0.0000011 |
| CHmRun | 7 | 0.0000007 | 1.873817e+09 | 0.0000015 |
| CHmRun | 8 | 0.0000009 | 1.417474e+09 | 0.0000019 |
| CHmRun | 9 | 0.0000012 | 1.072267e+09 | 0.0000026 |
| CHmRun | 10 | 0.0000016 | 8.111308e+08 | 0.0000034 |
| CHmRun | 11 | 0.0000021 | 6.135907e+08 | 0.0000045 |
| CHmRun | 12 | 0.0000028 | 4.641589e+08 | 0.0000059 |
| CHmRun | 13 | 0.0000037 | 3.511192e+08 | 0.0000079 |
| CHmRun | 14 | 0.0000049 | 2.656088e+08 | 0.0000104 |
| CHmRun | 15 | 0.0000065 | 2.009233e+08 | 0.0000137 |
| CHmRun | 16 | 0.0000085 | 1.519911e+08 | 0.0000181 |
| CHmRun | 17 | 0.0000113 | 1.149757e+08 | 0.0000240 |
| CHmRun | 18 | 0.0000149 | 8.697490e+07 | 0.0000317 |
| CHmRun | 19 | 0.0000197 | 6.579332e+07 | 0.0000419 |
| CHmRun | 20 | 0.0000261 | 4.977024e+07 | 0.0000554 |
| CHmRun | 21 | 0.0000345 | 3.764936e+07 | 0.0000732 |
| CHmRun | 22 | 0.0000455 | 2.848036e+07 | 0.0000968 |
| CHmRun | 23 | 0.0000602 | 2.154435e+07 | 0.0001279 |
| CHmRun | 24 | 0.0000796 | 1.629751e+07 | 0.0001691 |
| CHmRun | 25 | 0.0001052 | 1.232847e+07 | 0.0002236 |
| CHmRun | 26 | 0.0001390 | 9.326033e+06 | 0.0002955 |
| CHmRun | 27 | 0.0001838 | 7.054802e+06 | 0.0003906 |
| CHmRun | 28 | 0.0002429 | 5.336699e+06 | 0.0005162 |
| CHmRun | 29 | 0.0003211 | 4.037017e+06 | 0.0006822 |
| CHmRun | 30 | 0.0004243 | 3.053856e+06 | 0.0009015 |
| CHmRun | 31 | 0.0005608 | 2.310130e+06 | 0.0011912 |
| CHmRun | 32 | 0.0007410 | 1.747528e+06 | 0.0015737 |
| CHmRun | 33 | 0.0009790 | 1.321941e+06 | 0.0020786 |
| CHmRun | 34 | 0.0012933 | 1.000000e+06 | 0.0027448 |
| CHmRun | 35 | 0.0017079 | 7.564633e+05 | 0.0036233 |
| CHmRun | 36 | 0.0022549 | 5.722368e+05 | 0.0047807 |
| CHmRun | 37 | 0.0029758 | 4.328761e+05 | 0.0063041 |
| CHmRun | 38 | 0.0039251 | 3.274549e+05 | 0.0083062 |
| CHmRun | 39 | 0.0051734 | 2.477076e+05 | 0.0109327 |
| CHmRun | 40 | 0.0068020 | 1.873817e+05 | 0.0143452 |
| CHmRun | 41 | 0.0089417 | 1.417474e+05 | 0.0188114 |
| CHmRun | 42 | 0.0117339 | 1.072267e+05 | 0.0246060 |
| CHmRun | 43 | 0.0153629 | 8.111308e+04 | 0.0320807 |
| CHmRun | 44 | 0.0200549 | 6.135907e+04 | 0.0416500 |
| CHmRun | 45 | 0.0260802 | 4.641589e+04 | 0.0537819 |
| CHmRun | 46 | 0.0337508 | 3.511192e+04 | 0.0689717 |
| CHmRun | 47 | 0.0434091 | 2.656088e+04 | 0.0876909 |
| CHmRun | 48 | 0.0554025 | 2.009233e+04 | 0.1103053 |
| CHmRun | 49 | 0.0700431 | 1.519911e+04 | 0.1369603 |
| CHmRun | 50 | 0.0875457 | 1.149757e+04 | 0.1674595 |
| CHmRun | 51 | 0.1079587 | 8.697490e+03 | 0.2011472 |
| CHmRun | 52 | 0.1310956 | 6.579332e+03 | 0.2368793 |
| CHmRun | 53 | 0.1565013 | 4.977024e+03 | 0.2731090 |
| CHmRun | 54 | 0.1834653 | 3.764936e+03 | 0.3081306 |
| CHmRun | 55 | 0.2111187 | 2.848036e+03 | 0.3403876 |
| CHmRun | 56 | 0.2385744 | 2.154435e+03 | 0.3687727 |
| CHmRun | 57 | 0.2651027 | 1.629751e+03 | 0.3927800 |
| CHmRun | 58 | 0.2904923 | 1.232847e+03 | 0.4125082 |
| CHmRun | 59 | 0.3144712 | 9.326033e+02 | 0.4284125 |
| CHmRun | 60 | 0.3377732 | 7.054802e+02 | 0.4412059 |
| CHmRun | 61 | 0.3609875 | 5.336699e+02 | 0.4515636 |
| CHmRun | 62 | 0.3850994 | 4.037017e+02 | 0.4601078 |
| CHmRun | 63 | 0.4108459 | 3.053856e+02 | 0.4673437 |
| CHmRun | 64 | 0.4396024 | 2.310130e+02 | 0.4737111 |
| CHmRun | 65 | 0.4701470 | 1.747528e+02 | 0.4794882 |
| CHmRun | 66 | 0.5032874 | 1.321941e+02 | 0.4849761 |
| CHmRun | 67 | 0.5385468 | 1.000000e+02 | 0.4903658 |
| CHmRun | 68 | 0.5737733 | 7.564633e+01 | 0.4957413 |
| CHmRun | 69 | 0.6075669 | 5.722368e+01 | 0.5011443 |
| CHmRun | 70 | 0.6402075 | 4.328761e+01 | 0.5065677 |
| CHmRun | 71 | 0.6696065 | 3.274549e+01 | 0.5119093 |
| CHmRun | 72 | 0.6942225 | 2.477076e+01 | 0.5170544 |
| CHmRun | 73 | 0.7163550 | 1.873817e+01 | 0.5219007 |
| CHmRun | 74 | 0.7336816 | 1.417474e+01 | 0.5263263 |
| CHmRun | 75 | 0.7449709 | 1.072267e+01 | 0.5302523 |
| CHmRun | 76 | 0.7490481 | 8.111308e+00 | 0.5336375 |
| CHmRun | 77 | 0.7441332 | 6.135907e+00 | 0.5364782 |
| CHmRun | 78 | 0.7266349 | 4.641589e+00 | 0.5388070 |
| CHmRun | 79 | 0.6978205 | 3.511192e+00 | 0.5406688 |
| CHmRun | 80 | 0.6557328 | 2.656088e+00 | 0.5421321 |
| CHmRun | 81 | 0.6082265 | 2.009233e+00 | 0.5432400 |
| CHmRun | 82 | 0.5497279 | 1.519911e+00 | 0.5440843 |
| CHmRun | 83 | 0.4880357 | 1.149757e+00 | 0.5446980 |
| CHmRun | 84 | 0.4229826 | 8.697490e-01 | 0.5451444 |
| CHmRun | 85 | 0.3606605 | 6.579332e-01 | 0.5454543 |
| CHmRun | 86 | 0.3031789 | 4.977024e-01 | 0.5456662 |
| CHmRun | 87 | 0.2534178 | 3.764936e-01 | 0.5458062 |
| CHmRun | 88 | 0.2112503 | 2.848036e-01 | 0.5458983 |
| CHmRun | 89 | 0.1757281 | 2.154435e-01 | 0.5459591 |
| CHmRun | 90 | 0.1474317 | 1.629751e-01 | 0.5459979 |
| CHmRun | 91 | 0.1249304 | 1.232847e-01 | 0.5460232 |
| CHmRun | 92 | 0.1074412 | 9.326030e-02 | 0.5460397 |
| CHmRun | 93 | 0.0942705 | 7.054800e-02 | 0.5460503 |
| CHmRun | 94 | 0.0835558 | 5.336700e-02 | 0.5460580 |
| CHmRun | 95 | 0.0758207 | 4.037020e-02 | 0.5460629 |
| CHmRun | 96 | 0.0693103 | 3.053860e-02 | 0.5460666 |
| CHmRun | 97 | 0.0645686 | 2.310130e-02 | 0.5460692 |
| CHmRun | 98 | 0.0610169 | 1.747530e-02 | 0.5460709 |
| CHmRun | 99 | 0.0580636 | 1.321940e-02 | 0.5460723 |
| CHmRun | 100 | 0.0562900 | 1.000000e-02 | 0.5460731 |
| CRuns | 1 | 0.0000000 | 1.000000e+10 | 0.0000003 |
| CRuns | 2 | 0.0000000 | 7.564633e+09 | 0.0000004 |
| CRuns | 3 | 0.0000001 | 5.722368e+09 | 0.0000005 |
| CRuns | 4 | 0.0000001 | 4.328761e+09 | 0.0000006 |
| CRuns | 5 | 0.0000001 | 3.274549e+09 | 0.0000008 |
| CRuns | 6 | 0.0000001 | 2.477076e+09 | 0.0000011 |
| CRuns | 7 | 0.0000002 | 1.873817e+09 | 0.0000015 |
| CRuns | 8 | 0.0000002 | 1.417474e+09 | 0.0000019 |
| CRuns | 9 | 0.0000003 | 1.072267e+09 | 0.0000026 |
| CRuns | 10 | 0.0000004 | 8.111308e+08 | 0.0000034 |
| CRuns | 11 | 0.0000006 | 6.135907e+08 | 0.0000045 |
| CRuns | 12 | 0.0000007 | 4.641589e+08 | 0.0000059 |
| CRuns | 13 | 0.0000010 | 3.511192e+08 | 0.0000079 |
| CRuns | 14 | 0.0000013 | 2.656088e+08 | 0.0000104 |
| CRuns | 15 | 0.0000017 | 2.009233e+08 | 0.0000137 |
| CRuns | 16 | 0.0000023 | 1.519911e+08 | 0.0000181 |
| CRuns | 17 | 0.0000030 | 1.149757e+08 | 0.0000240 |
| CRuns | 18 | 0.0000040 | 8.697490e+07 | 0.0000317 |
| CRuns | 19 | 0.0000052 | 6.579332e+07 | 0.0000419 |
| CRuns | 20 | 0.0000069 | 4.977024e+07 | 0.0000554 |
| CRuns | 21 | 0.0000092 | 3.764936e+07 | 0.0000732 |
| CRuns | 22 | 0.0000121 | 2.848036e+07 | 0.0000968 |
| CRuns | 23 | 0.0000160 | 2.154435e+07 | 0.0001279 |
| CRuns | 24 | 0.0000212 | 1.629751e+07 | 0.0001691 |
| CRuns | 25 | 0.0000280 | 1.232847e+07 | 0.0002236 |
| CRuns | 26 | 0.0000370 | 9.326033e+06 | 0.0002955 |
| CRuns | 27 | 0.0000489 | 7.054802e+06 | 0.0003906 |
| CRuns | 28 | 0.0000646 | 5.336699e+06 | 0.0005162 |
| CRuns | 29 | 0.0000854 | 4.037017e+06 | 0.0006822 |
| CRuns | 30 | 0.0001129 | 3.053856e+06 | 0.0009015 |
| CRuns | 31 | 0.0001492 | 2.310130e+06 | 0.0011912 |
| CRuns | 32 | 0.0001971 | 1.747528e+06 | 0.0015737 |
| CRuns | 33 | 0.0002604 | 1.321941e+06 | 0.0020786 |
| CRuns | 34 | 0.0003440 | 1.000000e+06 | 0.0027448 |
| CRuns | 35 | 0.0004543 | 7.564633e+05 | 0.0036233 |
| CRuns | 36 | 0.0005998 | 5.722368e+05 | 0.0047807 |
| CRuns | 37 | 0.0007916 | 4.328761e+05 | 0.0063041 |
| CRuns | 38 | 0.0010440 | 3.274549e+05 | 0.0083062 |
| CRuns | 39 | 0.0013760 | 2.477076e+05 | 0.0109327 |
| CRuns | 40 | 0.0018100 | 1.873817e+05 | 0.0143452 |
| CRuns | 41 | 0.0023795 | 1.417474e+05 | 0.0188114 |
| CRuns | 42 | 0.0031229 | 1.072267e+05 | 0.0246060 |
| CRuns | 43 | 0.0040892 | 8.111308e+04 | 0.0320807 |
| CRuns | 44 | 0.0053391 | 6.135907e+04 | 0.0416500 |
| CRuns | 45 | 0.0069448 | 4.641589e+04 | 0.0537819 |
| CRuns | 46 | 0.0089902 | 3.511192e+04 | 0.0689717 |
| CRuns | 47 | 0.0115676 | 2.656088e+04 | 0.0876909 |
| CRuns | 48 | 0.0147716 | 2.009233e+04 | 0.1103053 |
| CRuns | 49 | 0.0186883 | 1.519911e+04 | 0.1369603 |
| CRuns | 50 | 0.0233799 | 1.149757e+04 | 0.1674595 |
| CRuns | 51 | 0.0288662 | 8.697490e+03 | 0.2011472 |
| CRuns | 52 | 0.0351076 | 6.579332e+03 | 0.2368793 |
| CRuns | 53 | 0.0419956 | 4.977024e+03 | 0.2731090 |
| CRuns | 54 | 0.0493563 | 3.764936e+03 | 0.3081306 |
| CRuns | 55 | 0.0569753 | 2.848036e+03 | 0.3403876 |
| CRuns | 56 | 0.0646346 | 2.154435e+03 | 0.3687727 |
| CRuns | 57 | 0.0721619 | 1.629751e+03 | 0.3927800 |
| CRuns | 58 | 0.0794732 | 1.232847e+03 | 0.4125082 |
| CRuns | 59 | 0.0865741 | 9.326033e+02 | 0.4284125 |
| CRuns | 60 | 0.0935553 | 7.054802e+02 | 0.4412059 |
| CRuns | 61 | 0.1006412 | 5.336699e+02 | 0.4515636 |
| CRuns | 62 | 0.1081522 | 4.037017e+02 | 0.4601078 |
| CRuns | 63 | 0.1162619 | 3.053856e+02 | 0.4673437 |
| CRuns | 64 | 0.1258709 | 2.310130e+02 | 0.4737111 |
| CRuns | 65 | 0.1366282 | 1.747528e+02 | 0.4794882 |
| CRuns | 66 | 0.1496673 | 1.321941e+02 | 0.4849761 |
| CRuns | 67 | 0.1655780 | 1.000000e+02 | 0.4903658 |
| CRuns | 68 | 0.1845664 | 7.564633e+01 | 0.4957413 |
| CRuns | 69 | 0.2073068 | 5.722368e+01 | 0.5011443 |
| CRuns | 70 | 0.2346856 | 4.328761e+01 | 0.5065677 |
| CRuns | 71 | 0.2670863 | 3.274549e+01 | 0.5119093 |
| CRuns | 72 | 0.3053169 | 2.477076e+01 | 0.5170544 |
| CRuns | 73 | 0.3502007 | 1.873817e+01 | 0.5219007 |
| CRuns | 74 | 0.4022177 | 1.417474e+01 | 0.5263263 |
| CRuns | 75 | 0.4616222 | 1.072267e+01 | 0.5302523 |
| CRuns | 76 | 0.5280075 | 8.111308e+00 | 0.5336375 |
| CRuns | 77 | 0.6002873 | 6.135907e+00 | 0.5364782 |
| CRuns | 78 | 0.6772083 | 4.641589e+00 | 0.5388070 |
| CRuns | 79 | 0.7559473 | 3.511192e+00 | 0.5406688 |
| CRuns | 80 | 0.8349167 | 2.656088e+00 | 0.5421321 |
| CRuns | 81 | 0.9094723 | 2.009233e+00 | 0.5432400 |
| CRuns | 82 | 0.9811532 | 1.519911e+00 | 0.5440843 |
| CRuns | 83 | 1.0459801 | 1.149757e+00 | 0.5446980 |
| CRuns | 84 | 1.1050245 | 8.697490e-01 | 0.5451444 |
| CRuns | 85 | 1.1561900 | 6.579332e-01 | 0.5454543 |
| CRuns | 86 | 1.1999368 | 4.977024e-01 | 0.5456662 |
| CRuns | 87 | 1.2359524 | 3.764936e-01 | 0.5458062 |
| CRuns | 88 | 1.2653447 | 2.848036e-01 | 0.5458983 |
| CRuns | 89 | 1.2892569 | 2.154435e-01 | 0.5459591 |
| CRuns | 90 | 1.3078710 | 1.629751e-01 | 0.5459979 |
| CRuns | 91 | 1.3224611 | 1.232847e-01 | 0.5460232 |
| CRuns | 92 | 1.3336811 | 9.326030e-02 | 0.5460397 |
| CRuns | 93 | 1.3420928 | 7.054800e-02 | 0.5460503 |
| CRuns | 94 | 1.3489101 | 5.336700e-02 | 0.5460580 |
| CRuns | 95 | 1.3537992 | 4.037020e-02 | 0.5460629 |
| CRuns | 96 | 1.3579095 | 3.053860e-02 | 0.5460666 |
| CRuns | 97 | 1.3608822 | 2.310130e-02 | 0.5460692 |
| CRuns | 98 | 1.3631042 | 1.747530e-02 | 0.5460709 |
| CRuns | 99 | 1.3649492 | 1.321940e-02 | 0.5460723 |
| CRuns | 100 | 1.3660549 | 1.000000e-02 | 0.5460731 |
| CRBI | 1 | 0.0000000 | 1.000000e+10 | 0.0000003 |
| CRBI | 2 | 0.0000000 | 7.564633e+09 | 0.0000004 |
| CRBI | 3 | 0.0000001 | 5.722368e+09 | 0.0000005 |
| CRBI | 4 | 0.0000001 | 4.328761e+09 | 0.0000006 |
| CRBI | 5 | 0.0000001 | 3.274549e+09 | 0.0000008 |
| CRBI | 6 | 0.0000001 | 2.477076e+09 | 0.0000011 |
| CRBI | 7 | 0.0000002 | 1.873817e+09 | 0.0000015 |
| CRBI | 8 | 0.0000003 | 1.417474e+09 | 0.0000019 |
| CRBI | 9 | 0.0000003 | 1.072267e+09 | 0.0000026 |
| CRBI | 10 | 0.0000004 | 8.111308e+08 | 0.0000034 |
| CRBI | 11 | 0.0000006 | 6.135907e+08 | 0.0000045 |
| CRBI | 12 | 0.0000008 | 4.641589e+08 | 0.0000059 |
| CRBI | 13 | 0.0000010 | 3.511192e+08 | 0.0000079 |
| CRBI | 14 | 0.0000013 | 2.656088e+08 | 0.0000104 |
| CRBI | 15 | 0.0000018 | 2.009233e+08 | 0.0000137 |
| CRBI | 16 | 0.0000023 | 1.519911e+08 | 0.0000181 |
| CRBI | 17 | 0.0000031 | 1.149757e+08 | 0.0000240 |
| CRBI | 18 | 0.0000041 | 8.697490e+07 | 0.0000317 |
| CRBI | 19 | 0.0000054 | 6.579332e+07 | 0.0000419 |
| CRBI | 20 | 0.0000072 | 4.977024e+07 | 0.0000554 |
| CRBI | 21 | 0.0000095 | 3.764936e+07 | 0.0000732 |
| CRBI | 22 | 0.0000125 | 2.848036e+07 | 0.0000968 |
| CRBI | 23 | 0.0000165 | 2.154435e+07 | 0.0001279 |
| CRBI | 24 | 0.0000218 | 1.629751e+07 | 0.0001691 |
| CRBI | 25 | 0.0000289 | 1.232847e+07 | 0.0002236 |
| CRBI | 26 | 0.0000382 | 9.326033e+06 | 0.0002955 |
| CRBI | 27 | 0.0000505 | 7.054802e+06 | 0.0003906 |
| CRBI | 28 | 0.0000667 | 5.336699e+06 | 0.0005162 |
| CRBI | 29 | 0.0000881 | 4.037017e+06 | 0.0006822 |
| CRBI | 30 | 0.0001165 | 3.053856e+06 | 0.0009015 |
| CRBI | 31 | 0.0001540 | 2.310130e+06 | 0.0011912 |
| CRBI | 32 | 0.0002034 | 1.747528e+06 | 0.0015737 |
| CRBI | 33 | 0.0002688 | 1.321941e+06 | 0.0020786 |
| CRBI | 34 | 0.0003550 | 1.000000e+06 | 0.0027448 |
| CRBI | 35 | 0.0004688 | 7.564633e+05 | 0.0036233 |
| CRBI | 36 | 0.0006189 | 5.722368e+05 | 0.0047807 |
| CRBI | 37 | 0.0008167 | 4.328761e+05 | 0.0063041 |
| CRBI | 38 | 0.0010771 | 3.274549e+05 | 0.0083062 |
| CRBI | 39 | 0.0014195 | 2.477076e+05 | 0.0109327 |
| CRBI | 40 | 0.0018680 | 1.873817e+05 | 0.0143452 |
| CRBI | 41 | 0.0024558 | 1.417474e+05 | 0.0188114 |
| CRBI | 42 | 0.0032230 | 1.072267e+05 | 0.0246060 |
| CRBI | 43 | 0.0042204 | 8.111308e+04 | 0.0320807 |
| CRBI | 44 | 0.0055104 | 6.135907e+04 | 0.0416500 |
| CRBI | 45 | 0.0071679 | 4.641589e+04 | 0.0537819 |
| CRBI | 46 | 0.0092793 | 3.511192e+04 | 0.0689717 |
| CRBI | 47 | 0.0119400 | 2.656088e+04 | 0.0876909 |
| CRBI | 48 | 0.0152480 | 2.009233e+04 | 0.1103053 |
| CRBI | 49 | 0.0192925 | 1.519911e+04 | 0.1369603 |
| CRBI | 50 | 0.0241383 | 1.149757e+04 | 0.1674595 |
| CRBI | 51 | 0.0298070 | 8.697490e+03 | 0.2011472 |
| CRBI | 52 | 0.0362590 | 6.579332e+03 | 0.2368793 |
| CRBI | 53 | 0.0433853 | 4.977024e+03 | 0.2731090 |
| CRBI | 54 | 0.0510103 | 3.764936e+03 | 0.3081306 |
| CRBI | 55 | 0.0589197 | 2.848036e+03 | 0.3403876 |
| CRBI | 56 | 0.0669015 | 2.154435e+03 | 0.3687727 |
| CRBI | 57 | 0.0748006 | 1.629751e+03 | 0.3927800 |
| CRBI | 58 | 0.0825259 | 1.232847e+03 | 0.4125082 |
| CRBI | 59 | 0.0901705 | 9.326033e+02 | 0.4284125 |
| CRBI | 60 | 0.0978040 | 7.054802e+02 | 0.4412059 |
| CRBI | 61 | 0.1057279 | 5.336699e+02 | 0.4515636 |
| CRBI | 62 | 0.1142765 | 4.037017e+02 | 0.4601078 |
| CRBI | 63 | 0.1236371 | 3.053856e+02 | 0.4673437 |
| CRBI | 64 | 0.1344311 | 2.310130e+02 | 0.4737111 |
| CRBI | 65 | 0.1464755 | 1.747528e+02 | 0.4794882 |
| CRBI | 66 | 0.1602009 | 1.321941e+02 | 0.4849761 |
| CRBI | 67 | 0.1754472 | 1.000000e+02 | 0.4903658 |
| CRBI | 68 | 0.1919658 | 7.564633e+01 | 0.4957413 |
| CRBI | 69 | 0.2094897 | 5.722368e+01 | 0.5011443 |
| CRBI | 70 | 0.2272418 | 4.328761e+01 | 0.5065677 |
| CRBI | 71 | 0.2449054 | 3.274549e+01 | 0.5119093 |
| CRBI | 72 | 0.2624007 | 2.477076e+01 | 0.5170544 |
| CRBI | 73 | 0.2785703 | 1.873817e+01 | 0.5219007 |
| CRBI | 74 | 0.2939173 | 1.417474e+01 | 0.5263263 |
| CRBI | 75 | 0.3088844 | 1.072267e+01 | 0.5302523 |
| CRBI | 76 | 0.3240752 | 8.111308e+00 | 0.5336375 |
| CRBI | 77 | 0.3404811 | 6.135907e+00 | 0.5364782 |
| CRBI | 78 | 0.3599807 | 4.641589e+00 | 0.5388070 |
| CRBI | 79 | 0.3824306 | 3.511192e+00 | 0.5406688 |
| CRBI | 80 | 0.4090719 | 2.656088e+00 | 0.5421321 |
| CRBI | 81 | 0.4367357 | 2.009233e+00 | 0.5432400 |
| CRBI | 82 | 0.4682186 | 1.519911e+00 | 0.5440843 |
| CRBI | 83 | 0.5001625 | 1.149757e+00 | 0.5446980 |
| CRBI | 84 | 0.5328591 | 8.697490e-01 | 0.5451444 |
| CRBI | 85 | 0.5636380 | 6.579332e-01 | 0.5454543 |
| CRBI | 86 | 0.5916780 | 4.977024e-01 | 0.5456662 |
| CRBI | 87 | 0.6157602 | 3.764936e-01 | 0.5458062 |
| CRBI | 88 | 0.6360441 | 2.848036e-01 | 0.5458983 |
| CRBI | 89 | 0.6530380 | 2.154435e-01 | 0.5459591 |
| CRBI | 90 | 0.6665221 | 1.629751e-01 | 0.5459979 |
| CRBI | 91 | 0.6772129 | 1.232847e-01 | 0.5460232 |
| CRBI | 92 | 0.6855008 | 9.326030e-02 | 0.5460397 |
| CRBI | 93 | 0.6917289 | 7.054800e-02 | 0.5460503 |
| CRBI | 94 | 0.6967954 | 5.336700e-02 | 0.5460580 |
| CRBI | 95 | 0.7004410 | 4.037020e-02 | 0.5460629 |
| CRBI | 96 | 0.7035171 | 3.053860e-02 | 0.5460666 |
| CRBI | 97 | 0.7057524 | 2.310130e-02 | 0.5460692 |
| CRBI | 98 | 0.7074262 | 1.747530e-02 | 0.5460709 |
| CRBI | 99 | 0.7088200 | 1.321940e-02 | 0.5460723 |
| CRBI | 100 | 0.7096552 | 1.000000e-02 | 0.5460731 |
| CWalks | 1 | 0.0000000 | 1.000000e+10 | 0.0000003 |
| CWalks | 2 | 0.0000000 | 7.564633e+09 | 0.0000004 |
| CWalks | 3 | 0.0000001 | 5.722368e+09 | 0.0000005 |
| CWalks | 4 | 0.0000001 | 4.328761e+09 | 0.0000006 |
| CWalks | 5 | 0.0000001 | 3.274549e+09 | 0.0000008 |
| CWalks | 6 | 0.0000002 | 2.477076e+09 | 0.0000011 |
| CWalks | 7 | 0.0000002 | 1.873817e+09 | 0.0000015 |
| CWalks | 8 | 0.0000003 | 1.417474e+09 | 0.0000019 |
| CWalks | 9 | 0.0000004 | 1.072267e+09 | 0.0000026 |
| CWalks | 10 | 0.0000005 | 8.111308e+08 | 0.0000034 |
| CWalks | 11 | 0.0000006 | 6.135907e+08 | 0.0000045 |
| CWalks | 12 | 0.0000008 | 4.641589e+08 | 0.0000059 |
| CWalks | 13 | 0.0000011 | 3.511192e+08 | 0.0000079 |
| CWalks | 14 | 0.0000014 | 2.656088e+08 | 0.0000104 |
| CWalks | 15 | 0.0000019 | 2.009233e+08 | 0.0000137 |
| CWalks | 16 | 0.0000025 | 1.519911e+08 | 0.0000181 |
| CWalks | 17 | 0.0000033 | 1.149757e+08 | 0.0000240 |
| CWalks | 18 | 0.0000043 | 8.697490e+07 | 0.0000317 |
| CWalks | 19 | 0.0000057 | 6.579332e+07 | 0.0000419 |
| CWalks | 20 | 0.0000076 | 4.977024e+07 | 0.0000554 |
| CWalks | 21 | 0.0000100 | 3.764936e+07 | 0.0000732 |
| CWalks | 22 | 0.0000132 | 2.848036e+07 | 0.0000968 |
| CWalks | 23 | 0.0000175 | 2.154435e+07 | 0.0001279 |
| CWalks | 24 | 0.0000231 | 1.629751e+07 | 0.0001691 |
| CWalks | 25 | 0.0000306 | 1.232847e+07 | 0.0002236 |
| CWalks | 26 | 0.0000404 | 9.326033e+06 | 0.0002955 |
| CWalks | 27 | 0.0000534 | 7.054802e+06 | 0.0003906 |
| CWalks | 28 | 0.0000706 | 5.336699e+06 | 0.0005162 |
| CWalks | 29 | 0.0000933 | 4.037017e+06 | 0.0006822 |
| CWalks | 30 | 0.0001232 | 3.053856e+06 | 0.0009015 |
| CWalks | 31 | 0.0001629 | 2.310130e+06 | 0.0011912 |
| CWalks | 32 | 0.0002152 | 1.747528e+06 | 0.0015737 |
| CWalks | 33 | 0.0002843 | 1.321941e+06 | 0.0020786 |
| CWalks | 34 | 0.0003755 | 1.000000e+06 | 0.0027448 |
| CWalks | 35 | 0.0004958 | 7.564633e+05 | 0.0036233 |
| CWalks | 36 | 0.0006544 | 5.722368e+05 | 0.0047807 |
| CWalks | 37 | 0.0008634 | 4.328761e+05 | 0.0063041 |
| CWalks | 38 | 0.0011385 | 3.274549e+05 | 0.0083062 |
| CWalks | 39 | 0.0014998 | 2.477076e+05 | 0.0109327 |
| CWalks | 40 | 0.0019738 | 1.873817e+05 | 0.0143452 |
| CWalks | 41 | 0.0025939 | 1.417474e+05 | 0.0188114 |
| CWalks | 42 | 0.0034024 | 1.072267e+05 | 0.0246060 |
| CWalks | 43 | 0.0044521 | 8.111308e+04 | 0.0320807 |
| CWalks | 44 | 0.0058075 | 6.135907e+04 | 0.0416500 |
| CWalks | 45 | 0.0075449 | 4.641589e+04 | 0.0537819 |
| CWalks | 46 | 0.0097513 | 3.511192e+04 | 0.0689717 |
| CWalks | 47 | 0.0125201 | 2.656088e+04 | 0.0876909 |
| CWalks | 48 | 0.0159428 | 2.009233e+04 | 0.1103053 |
| CWalks | 49 | 0.0200948 | 1.519911e+04 | 0.1369603 |
| CWalks | 50 | 0.0250154 | 1.149757e+04 | 0.1674595 |
| CWalks | 51 | 0.0306841 | 8.697490e+03 | 0.2011472 |
| CWalks | 52 | 0.0369963 | 6.579332e+03 | 0.2368793 |
| CWalks | 53 | 0.0437485 | 4.977024e+03 | 0.2731090 |
| CWalks | 54 | 0.0506363 | 3.764936e+03 | 0.3081306 |
| CWalks | 55 | 0.0572760 | 2.848036e+03 | 0.3403876 |
| CWalks | 56 | 0.0632395 | 2.154435e+03 | 0.3687727 |
| CWalks | 57 | 0.0681002 | 1.629751e+03 | 0.3927800 |
| CWalks | 58 | 0.0714044 | 1.232847e+03 | 0.4125082 |
| CWalks | 59 | 0.0728353 | 9.326033e+02 | 0.4284125 |
| CWalks | 60 | 0.0718961 | 7.054802e+02 | 0.4412059 |
| CWalks | 61 | 0.0682321 | 5.336699e+02 | 0.4515636 |
| CWalks | 62 | 0.0613717 | 4.037017e+02 | 0.4601078 |
| CWalks | 63 | 0.0507112 | 3.053856e+02 | 0.4673437 |
| CWalks | 64 | 0.0356748 | 2.310130e+02 | 0.4737111 |
| CWalks | 65 | 0.0156800 | 1.747528e+02 | 0.4794882 |
| CWalks | 66 | -0.0099492 | 1.321941e+02 | 0.4849761 |
| CWalks | 67 | -0.0418252 | 1.000000e+02 | 0.4903658 |
| CWalks | 68 | -0.0799713 | 7.564633e+01 | 0.4957413 |
| CWalks | 69 | -0.1241631 | 5.722368e+01 | 0.5011443 |
| CWalks | 70 | -0.1740555 | 4.328761e+01 | 0.5065677 |
| CWalks | 71 | -0.2281680 | 3.274549e+01 | 0.5119093 |
| CWalks | 72 | -0.2847695 | 2.477076e+01 | 0.5170544 |
| CWalks | 73 | -0.3426212 | 1.873817e+01 | 0.5219007 |
| CWalks | 74 | -0.3996671 | 1.417474e+01 | 0.5263263 |
| CWalks | 75 | -0.4543811 | 1.072267e+01 | 0.5302523 |
| CWalks | 76 | -0.5056006 | 8.111308e+00 | 0.5336375 |
| CWalks | 77 | -0.5524439 | 6.135907e+00 | 0.5364782 |
| CWalks | 78 | -0.5942570 | 4.641589e+00 | 0.5388070 |
| CWalks | 79 | -0.6308968 | 3.511192e+00 | 0.5406688 |
| CWalks | 80 | -0.6623253 | 2.656088e+00 | 0.5421321 |
| CWalks | 81 | -0.6888602 | 2.009233e+00 | 0.5432400 |
| CWalks | 82 | -0.7108440 | 1.519911e+00 | 0.5440843 |
| CWalks | 83 | -0.7287648 | 1.149757e+00 | 0.5446980 |
| CWalks | 84 | -0.7432658 | 8.697490e-01 | 0.5451444 |
| CWalks | 85 | -0.7548744 | 6.579332e-01 | 0.5454543 |
| CWalks | 86 | -0.7641437 | 4.977024e-01 | 0.5456662 |
| CWalks | 87 | -0.7714778 | 3.764936e-01 | 0.5458062 |
| CWalks | 88 | -0.7772588 | 2.848036e-01 | 0.5458983 |
| CWalks | 89 | -0.7817956 | 2.154435e-01 | 0.5459591 |
| CWalks | 90 | -0.7852905 | 1.629751e-01 | 0.5459979 |
| CWalks | 91 | -0.7879917 | 1.232847e-01 | 0.5460232 |
| CWalks | 92 | -0.7900513 | 9.326030e-02 | 0.5460397 |
| CWalks | 93 | -0.7915956 | 7.054800e-02 | 0.5460503 |
| CWalks | 94 | -0.7928172 | 5.336700e-02 | 0.5460580 |
| CWalks | 95 | -0.7936913 | 4.037020e-02 | 0.5460629 |
| CWalks | 96 | -0.7944134 | 3.053860e-02 | 0.5460666 |
| CWalks | 97 | -0.7949284 | 2.310130e-02 | 0.5460692 |
| CWalks | 98 | -0.7953137 | 1.747530e-02 | 0.5460709 |
| CWalks | 99 | -0.7956308 | 1.321940e-02 | 0.5460723 |
| CWalks | 100 | -0.7958217 | 1.000000e-02 | 0.5460731 |
| LeagueN | 1 | -0.0000006 | 1.000000e+10 | 0.0000003 |
| LeagueN | 2 | -0.0000008 | 7.564633e+09 | 0.0000004 |
| LeagueN | 3 | -0.0000010 | 5.722368e+09 | 0.0000005 |
| LeagueN | 4 | -0.0000013 | 4.328761e+09 | 0.0000006 |
| LeagueN | 5 | -0.0000018 | 3.274549e+09 | 0.0000008 |
| LeagueN | 6 | -0.0000023 | 2.477076e+09 | 0.0000011 |
| LeagueN | 7 | -0.0000031 | 1.873817e+09 | 0.0000015 |
| LeagueN | 8 | -0.0000041 | 1.417474e+09 | 0.0000019 |
| LeagueN | 9 | -0.0000054 | 1.072267e+09 | 0.0000026 |
| LeagueN | 10 | -0.0000072 | 8.111308e+08 | 0.0000034 |
| LeagueN | 11 | -0.0000095 | 6.135907e+08 | 0.0000045 |
| LeagueN | 12 | -0.0000125 | 4.641589e+08 | 0.0000059 |
| LeagueN | 13 | -0.0000165 | 3.511192e+08 | 0.0000079 |
| LeagueN | 14 | -0.0000218 | 2.656088e+08 | 0.0000104 |
| LeagueN | 15 | -0.0000289 | 2.009233e+08 | 0.0000137 |
| LeagueN | 16 | -0.0000382 | 1.519911e+08 | 0.0000181 |
| LeagueN | 17 | -0.0000504 | 1.149757e+08 | 0.0000240 |
| LeagueN | 18 | -0.0000667 | 8.697490e+07 | 0.0000317 |
| LeagueN | 19 | -0.0000881 | 6.579332e+07 | 0.0000419 |
| LeagueN | 20 | -0.0001165 | 4.977024e+07 | 0.0000554 |
| LeagueN | 21 | -0.0001540 | 3.764936e+07 | 0.0000732 |
| LeagueN | 22 | -0.0002035 | 2.848036e+07 | 0.0000968 |
| LeagueN | 23 | -0.0002690 | 2.154435e+07 | 0.0001279 |
| LeagueN | 24 | -0.0003555 | 1.629751e+07 | 0.0001691 |
| LeagueN | 25 | -0.0004698 | 1.232847e+07 | 0.0002236 |
| LeagueN | 26 | -0.0006207 | 9.326033e+06 | 0.0002955 |
| LeagueN | 27 | -0.0008201 | 7.054802e+06 | 0.0003906 |
| LeagueN | 28 | -0.0010832 | 5.336699e+06 | 0.0005162 |
| LeagueN | 29 | -0.0014303 | 4.037017e+06 | 0.0006822 |
| LeagueN | 30 | -0.0018880 | 3.053856e+06 | 0.0009015 |
| LeagueN | 31 | -0.0024910 | 2.310130e+06 | 0.0011912 |
| LeagueN | 32 | -0.0032846 | 1.747528e+06 | 0.0015737 |
| LeagueN | 33 | -0.0043274 | 1.321941e+06 | 0.0020786 |
| LeagueN | 34 | -0.0056949 | 1.000000e+06 | 0.0027448 |
| LeagueN | 35 | -0.0074837 | 7.564633e+05 | 0.0036233 |
| LeagueN | 36 | -0.0098152 | 5.722368e+05 | 0.0047807 |
| LeagueN | 37 | -0.0128396 | 4.328761e+05 | 0.0063041 |
| LeagueN | 38 | -0.0167373 | 3.274549e+05 | 0.0083062 |
| LeagueN | 39 | -0.0217160 | 2.477076e+05 | 0.0109327 |
| LeagueN | 40 | -0.0280180 | 1.873817e+05 | 0.0143452 |
| LeagueN | 41 | -0.0358219 | 1.417474e+05 | 0.0188114 |
| LeagueN | 42 | -0.0452608 | 1.072267e+05 | 0.0246060 |
| LeagueN | 43 | -0.0562456 | 8.111308e+04 | 0.0320807 |
| LeagueN | 44 | -0.0682475 | 6.135907e+04 | 0.0416500 |
| LeagueN | 45 | -0.0799081 | 4.641589e+04 | 0.0537819 |
| LeagueN | 46 | -0.0884029 | 3.511192e+04 | 0.0689717 |
| LeagueN | 47 | -0.0884554 | 2.656088e+04 | 0.0876909 |
| LeagueN | 48 | -0.0709001 | 2.009233e+04 | 0.1103053 |
| LeagueN | 49 | -0.0207741 | 1.519911e+04 | 0.1369603 |
| LeagueN | 50 | 0.0850281 | 1.149757e+04 | 0.1674595 |
| LeagueN | 51 | 0.2799359 | 8.697490e+03 | 0.2011472 |
| LeagueN | 52 | 0.6090569 | 6.579332e+03 | 0.2368793 |
| LeagueN | 53 | 1.1282140 | 4.977024e+03 | 0.2731090 |
| LeagueN | 54 | 1.8997236 | 3.764936e+03 | 0.3081306 |
| LeagueN | 55 | 2.9836667 | 2.848036e+03 | 0.3403876 |
| LeagueN | 56 | 4.4262289 | 2.154435e+03 | 0.3687727 |
| LeagueN | 57 | 6.2473881 | 1.629751e+03 | 0.3927800 |
| LeagueN | 58 | 8.4309721 | 1.232847e+03 | 0.4125082 |
| LeagueN | 59 | 10.9331798 | 9.326033e+02 | 0.4284125 |
| LeagueN | 60 | 13.6837019 | 7.054802e+02 | 0.4412059 |
| LeagueN | 61 | 16.6146582 | 5.336699e+02 | 0.4515636 |
| LeagueN | 62 | 19.6745537 | 4.037017e+02 | 0.4601078 |
| LeagueN | 63 | 22.8451765 | 3.053856e+02 | 0.4673437 |
| LeagueN | 64 | 26.1246053 | 2.310130e+02 | 0.4737111 |
| LeagueN | 65 | 29.5438100 | 1.747528e+02 | 0.4794882 |
| LeagueN | 66 | 33.0989653 | 1.321941e+02 | 0.4849761 |
| LeagueN | 67 | 36.7654199 | 1.000000e+02 | 0.4903658 |
| LeagueN | 68 | 40.4794046 | 7.564633e+01 | 0.4957413 |
| LeagueN | 69 | 44.1320135 | 5.722368e+01 | 0.5011443 |
| LeagueN | 70 | 47.5927880 | 4.328761e+01 | 0.5065677 |
| LeagueN | 71 | 50.7360881 | 3.274549e+01 | 0.5119093 |
| LeagueN | 72 | 53.4619888 | 2.477076e+01 | 0.5170544 |
| LeagueN | 73 | 55.7235091 | 1.873817e+01 | 0.5219007 |
| LeagueN | 74 | 57.5193908 | 1.417474e+01 | 0.5263263 |
| LeagueN | 75 | 58.8944048 | 1.072267e+01 | 0.5302523 |
| LeagueN | 76 | 59.9223467 | 8.111308e+00 | 0.5336375 |
| LeagueN | 77 | 60.6853879 | 6.135907e+00 | 0.5364782 |
| LeagueN | 78 | 61.2550034 | 4.641589e+00 | 0.5388070 |
| LeagueN | 79 | 61.6945220 | 3.511192e+00 | 0.5406688 |
| LeagueN | 80 | 62.0427219 | 2.656088e+00 | 0.5421321 |
| LeagueN | 81 | 62.3317136 | 2.009233e+00 | 0.5432400 |
| LeagueN | 82 | 62.5718652 | 1.519911e+00 | 0.5440843 |
| LeagueN | 83 | 62.7667495 | 1.149757e+00 | 0.5446980 |
| LeagueN | 84 | 62.9243098 | 8.697490e-01 | 0.5451444 |
| LeagueN | 85 | 63.0452251 | 6.579332e-01 | 0.5454543 |
| LeagueN | 86 | 63.1373131 | 4.977024e-01 | 0.5456662 |
| LeagueN | 87 | 63.2057962 | 3.764936e-01 | 0.5458062 |
| LeagueN | 88 | 63.2575558 | 2.848036e-01 | 0.5458983 |
| LeagueN | 89 | 63.2964248 | 2.154435e-01 | 0.5459591 |
| LeagueN | 90 | 63.3255869 | 1.629751e-01 | 0.5459979 |
| LeagueN | 91 | 63.3472509 | 1.232847e-01 | 0.5460232 |
| LeagueN | 92 | 63.3633925 | 9.326030e-02 | 0.5460397 |
| LeagueN | 93 | 63.3756087 | 7.054800e-02 | 0.5460503 |
| LeagueN | 94 | 63.3843795 | 5.336700e-02 | 0.5460580 |
| LeagueN | 95 | 63.3912416 | 4.037020e-02 | 0.5460629 |
| LeagueN | 96 | 63.3960204 | 3.053860e-02 | 0.5460666 |
| LeagueN | 97 | 63.3994892 | 2.310130e-02 | 0.5460692 |
| LeagueN | 98 | 63.4020057 | 1.747530e-02 | 0.5460709 |
| LeagueN | 99 | 63.4038728 | 1.321940e-02 | 0.5460723 |
| LeagueN | 100 | 63.4049326 | 1.000000e-02 | 0.5460731 |
| DivisionW | 1 | -0.0000078 | 1.000000e+10 | 0.0000003 |
| DivisionW | 2 | -0.0000103 | 7.564633e+09 | 0.0000004 |
| DivisionW | 3 | -0.0000136 | 5.722368e+09 | 0.0000005 |
| DivisionW | 4 | -0.0000180 | 4.328761e+09 | 0.0000006 |
| DivisionW | 5 | -0.0000238 | 3.274549e+09 | 0.0000008 |
| DivisionW | 6 | -0.0000315 | 2.477076e+09 | 0.0000011 |
| DivisionW | 7 | -0.0000417 | 1.873817e+09 | 0.0000015 |
| DivisionW | 8 | -0.0000551 | 1.417474e+09 | 0.0000019 |
| DivisionW | 9 | -0.0000728 | 1.072267e+09 | 0.0000026 |
| DivisionW | 10 | -0.0000963 | 8.111308e+08 | 0.0000034 |
| DivisionW | 11 | -0.0001272 | 6.135907e+08 | 0.0000045 |
| DivisionW | 12 | -0.0001682 | 4.641589e+08 | 0.0000059 |
| DivisionW | 13 | -0.0002224 | 3.511192e+08 | 0.0000079 |
| DivisionW | 14 | -0.0002939 | 2.656088e+08 | 0.0000104 |
| DivisionW | 15 | -0.0003886 | 2.009233e+08 | 0.0000137 |
| DivisionW | 16 | -0.0005137 | 1.519911e+08 | 0.0000181 |
| DivisionW | 17 | -0.0006790 | 1.149757e+08 | 0.0000240 |
| DivisionW | 18 | -0.0008976 | 8.697490e+07 | 0.0000317 |
| DivisionW | 19 | -0.0011866 | 6.579332e+07 | 0.0000419 |
| DivisionW | 20 | -0.0015686 | 4.977024e+07 | 0.0000554 |
| DivisionW | 21 | -0.0020736 | 3.764936e+07 | 0.0000732 |
| DivisionW | 22 | -0.0027412 | 2.848036e+07 | 0.0000968 |
| DivisionW | 23 | -0.0036236 | 2.154435e+07 | 0.0001279 |
| DivisionW | 24 | -0.0047901 | 1.629751e+07 | 0.0001691 |
| DivisionW | 25 | -0.0063321 | 1.232847e+07 | 0.0002236 |
| DivisionW | 26 | -0.0083704 | 9.326033e+06 | 0.0002955 |
| DivisionW | 27 | -0.0110648 | 7.054802e+06 | 0.0003906 |
| DivisionW | 28 | -0.0146262 | 5.336699e+06 | 0.0005162 |
| DivisionW | 29 | -0.0193336 | 4.037017e+06 | 0.0006822 |
| DivisionW | 30 | -0.0255556 | 3.053856e+06 | 0.0009015 |
| DivisionW | 31 | -0.0337788 | 2.310130e+06 | 0.0011912 |
| DivisionW | 32 | -0.0446464 | 1.747528e+06 | 0.0015737 |
| DivisionW | 33 | -0.0590074 | 1.321941e+06 | 0.0020786 |
| DivisionW | 34 | -0.0779823 | 1.000000e+06 | 0.0027448 |
| DivisionW | 35 | -0.1030497 | 7.564633e+05 | 0.0036233 |
| DivisionW | 36 | -0.1361588 | 5.722368e+05 | 0.0047807 |
| DivisionW | 37 | -0.1798773 | 4.328761e+05 | 0.0063041 |
| DivisionW | 38 | -0.2375840 | 3.274549e+05 | 0.0083062 |
| DivisionW | 39 | -0.3137182 | 2.477076e+05 | 0.0109327 |
| DivisionW | 40 | -0.4140945 | 1.873817e+05 | 0.0143452 |
| DivisionW | 41 | -0.5463386 | 1.417474e+05 | 0.0188114 |
| DivisionW | 42 | -0.7203748 | 1.072267e+05 | 0.0246060 |
| DivisionW | 43 | -0.9490942 | 8.111308e+04 | 0.0320807 |
| DivisionW | 44 | -1.2491433 | 6.135907e+04 | 0.0416500 |
| DivisionW | 45 | -1.6418704 | 4.641589e+04 | 0.0537819 |
| DivisionW | 46 | -2.1544157 | 3.511192e+04 | 0.0689717 |
| DivisionW | 47 | -2.8209104 | 2.656088e+04 | 0.0876909 |
| DivisionW | 48 | -3.6837116 | 2.009233e+04 | 0.1103053 |
| DivisionW | 49 | -4.7945576 | 1.519911e+04 | 0.1369603 |
| DivisionW | 50 | -6.2154410 | 1.149757e+04 | 0.1674595 |
| DivisionW | 51 | -8.0190297 | 8.697490e+03 | 0.2011472 |
| DivisionW | 52 | -10.2882607 | 6.579332e+03 | 0.2368793 |
| DivisionW | 53 | -13.1147356 | 4.977024e+03 | 0.2731090 |
| DivisionW | 54 | -16.5950663 | 3.764936e+03 | 0.3081306 |
| DivisionW | 55 | -20.8243127 | 2.848036e+03 | 0.3403876 |
| DivisionW | 56 | -25.8849772 | 2.154435e+03 | 0.3687727 |
| DivisionW | 57 | -31.8309517 | 1.629751e+03 | 0.3927800 |
| DivisionW | 58 | -38.6671242 | 1.232847e+03 | 0.4125082 |
| DivisionW | 59 | -46.3270024 | 9.326033e+02 | 0.4284125 |
| DivisionW | 60 | -54.6587775 | 7.054802e+02 | 0.4412059 |
| DivisionW | 61 | -63.4247450 | 5.336699e+02 | 0.4515636 |
| DivisionW | 62 | -72.3215512 | 4.037017e+02 | 0.4601078 |
| DivisionW | 63 | -81.0174469 | 3.053856e+02 | 0.4673437 |
| DivisionW | 64 | -89.2056381 | 2.310130e+02 | 0.4737111 |
| DivisionW | 65 | -96.6329379 | 1.747528e+02 | 0.4794882 |
| DivisionW | 66 | -103.1411952 | 1.321941e+02 | 0.4849761 |
| DivisionW | 67 | -108.6578061 | 1.000000e+02 | 0.4903658 |
| DivisionW | 68 | -113.1837349 | 7.564633e+01 | 0.4957413 |
| DivisionW | 69 | -116.7759307 | 5.722368e+01 | 0.5011443 |
| DivisionW | 70 | -119.5254674 | 4.328761e+01 | 0.5065677 |
| DivisionW | 71 | -121.5339873 | 3.274549e+01 | 0.5119093 |
| DivisionW | 72 | -122.9054511 | 2.477076e+01 | 0.5170544 |
| DivisionW | 73 | -123.7434565 | 1.873817e+01 | 0.5219007 |
| DivisionW | 74 | -124.1385803 | 1.417474e+01 | 0.5263263 |
| DivisionW | 75 | -124.1754513 | 1.072267e+01 | 0.5302523 |
| DivisionW | 76 | -123.9329566 | 8.111308e+00 | 0.5336375 |
| DivisionW | 77 | -123.4841070 | 6.135907e+00 | 0.5364782 |
| DivisionW | 78 | -122.8933487 | 4.641589e+00 | 0.5388070 |
| DivisionW | 79 | -122.2263138 | 3.511192e+00 | 0.5406688 |
| DivisionW | 80 | -121.5286522 | 2.656088e+00 | 0.5421321 |
| DivisionW | 81 | -120.8579562 | 2.009233e+00 | 0.5432400 |
| DivisionW | 82 | -120.2162304 | 1.519911e+00 | 0.5440843 |
| DivisionW | 83 | -119.6449720 | 1.149757e+00 | 0.5446980 |
| DivisionW | 84 | -119.1364270 | 8.697490e-01 | 0.5451444 |
| DivisionW | 85 | -118.7075259 | 6.579332e-01 | 0.5454543 |
| DivisionW | 86 | -118.3500743 | 4.977024e-01 | 0.5456662 |
| DivisionW | 87 | -118.0629294 | 3.764936e-01 | 0.5458062 |
| DivisionW | 88 | -117.8335298 | 2.848036e-01 | 0.5458983 |
| DivisionW | 89 | -117.6506258 | 2.154435e-01 | 0.5459591 |
| DivisionW | 90 | -117.5114900 | 1.629751e-01 | 0.5459979 |
| DivisionW | 91 | -117.4034212 | 1.232847e-01 | 0.5460232 |
| DivisionW | 92 | -117.3208022 | 9.326030e-02 | 0.5460397 |
| DivisionW | 93 | -117.2590301 | 7.054800e-02 | 0.5460503 |
| DivisionW | 94 | -117.2085814 | 5.336700e-02 | 0.5460580 |
| DivisionW | 95 | -117.1725665 | 4.037020e-02 | 0.5460629 |
| DivisionW | 96 | -117.1422225 | 3.053860e-02 | 0.5460666 |
| DivisionW | 97 | -117.1203161 | 2.310130e-02 | 0.5460692 |
| DivisionW | 98 | -117.1040064 | 1.747530e-02 | 0.5460709 |
| DivisionW | 99 | -117.0904253 | 1.321940e-02 | 0.5460723 |
| DivisionW | 100 | -117.0824371 | 1.000000e-02 | 0.5460731 |
| PutOuts | 1 | 0.0000000 | 1.000000e+10 | 0.0000003 |
| PutOuts | 2 | 0.0000000 | 7.564633e+09 | 0.0000004 |
| PutOuts | 3 | 0.0000000 | 5.722368e+09 | 0.0000005 |
| PutOuts | 4 | 0.0000001 | 4.328761e+09 | 0.0000006 |
| PutOuts | 5 | 0.0000001 | 3.274549e+09 | 0.0000008 |
| PutOuts | 6 | 0.0000001 | 2.477076e+09 | 0.0000011 |
| PutOuts | 7 | 0.0000001 | 1.873817e+09 | 0.0000015 |
| PutOuts | 8 | 0.0000002 | 1.417474e+09 | 0.0000019 |
| PutOuts | 9 | 0.0000002 | 1.072267e+09 | 0.0000026 |
| PutOuts | 10 | 0.0000003 | 8.111308e+08 | 0.0000034 |
| PutOuts | 11 | 0.0000004 | 6.135907e+08 | 0.0000045 |
| PutOuts | 12 | 0.0000005 | 4.641589e+08 | 0.0000059 |
| PutOuts | 13 | 0.0000006 | 3.511192e+08 | 0.0000079 |
| PutOuts | 14 | 0.0000008 | 2.656088e+08 | 0.0000104 |
| PutOuts | 15 | 0.0000011 | 2.009233e+08 | 0.0000137 |
| PutOuts | 16 | 0.0000014 | 1.519911e+08 | 0.0000181 |
| PutOuts | 17 | 0.0000019 | 1.149757e+08 | 0.0000240 |
| PutOuts | 18 | 0.0000025 | 8.697490e+07 | 0.0000317 |
| PutOuts | 19 | 0.0000033 | 6.579332e+07 | 0.0000419 |
| PutOuts | 20 | 0.0000044 | 4.977024e+07 | 0.0000554 |
| PutOuts | 21 | 0.0000058 | 3.764936e+07 | 0.0000732 |
| PutOuts | 22 | 0.0000077 | 2.848036e+07 | 0.0000968 |
| PutOuts | 23 | 0.0000101 | 2.154435e+07 | 0.0001279 |
| PutOuts | 24 | 0.0000134 | 1.629751e+07 | 0.0001691 |
| PutOuts | 25 | 0.0000177 | 1.232847e+07 | 0.0002236 |
| PutOuts | 26 | 0.0000234 | 9.326033e+06 | 0.0002955 |
| PutOuts | 27 | 0.0000309 | 7.054802e+06 | 0.0003906 |
| PutOuts | 28 | 0.0000408 | 5.336699e+06 | 0.0005162 |
| PutOuts | 29 | 0.0000540 | 4.037017e+06 | 0.0006822 |
| PutOuts | 30 | 0.0000714 | 3.053856e+06 | 0.0009015 |
| PutOuts | 31 | 0.0000943 | 2.310130e+06 | 0.0011912 |
| PutOuts | 32 | 0.0001246 | 1.747528e+06 | 0.0015737 |
| PutOuts | 33 | 0.0001647 | 1.321941e+06 | 0.0020786 |
| PutOuts | 34 | 0.0002176 | 1.000000e+06 | 0.0027448 |
| PutOuts | 35 | 0.0002875 | 7.564633e+05 | 0.0036233 |
| PutOuts | 36 | 0.0003798 | 5.722368e+05 | 0.0047807 |
| PutOuts | 37 | 0.0005015 | 4.328761e+05 | 0.0063041 |
| PutOuts | 38 | 0.0006621 | 3.274549e+05 | 0.0083062 |
| PutOuts | 39 | 0.0008736 | 2.477076e+05 | 0.0109327 |
| PutOuts | 40 | 0.0011522 | 1.873817e+05 | 0.0143452 |
| PutOuts | 41 | 0.0015183 | 1.417474e+05 | 0.0188114 |
| PutOuts | 42 | 0.0019989 | 1.072267e+05 | 0.0246060 |
| PutOuts | 43 | 0.0026283 | 8.111308e+04 | 0.0320807 |
| PutOuts | 44 | 0.0034501 | 6.135907e+04 | 0.0416500 |
| PutOuts | 45 | 0.0045194 | 4.641589e+04 | 0.0537819 |
| PutOuts | 46 | 0.0059042 | 3.511192e+04 | 0.0689717 |
| PutOuts | 47 | 0.0076874 | 2.656088e+04 | 0.0876909 |
| PutOuts | 48 | 0.0099670 | 2.009233e+04 | 0.1103053 |
| PutOuts | 49 | 0.0128567 | 1.519911e+04 | 0.1369603 |
| PutOuts | 50 | 0.0164826 | 1.149757e+04 | 0.1674595 |
| PutOuts | 51 | 0.0209801 | 8.697490e+03 | 0.2011472 |
| PutOuts | 52 | 0.0264878 | 6.579332e+03 | 0.2368793 |
| PutOuts | 53 | 0.0331415 | 4.977024e+03 | 0.2731090 |
| PutOuts | 54 | 0.0410664 | 3.764936e+03 | 0.3081306 |
| PutOuts | 55 | 0.0503707 | 2.848036e+03 | 0.3403876 |
| PutOuts | 56 | 0.0611358 | 2.154435e+03 | 0.3687727 |
| PutOuts | 57 | 0.0734019 | 1.629751e+03 | 0.3927800 |
| PutOuts | 58 | 0.0871514 | 1.232847e+03 | 0.4125082 |
| PutOuts | 59 | 0.1022656 | 9.326033e+02 | 0.4284125 |
| PutOuts | 60 | 0.1185229 | 7.054802e+02 | 0.4412059 |
| PutOuts | 61 | 0.1355679 | 5.336699e+02 | 0.4515636 |
| PutOuts | 62 | 0.1529383 | 4.037017e+02 | 0.4601078 |
| PutOuts | 63 | 0.1700977 | 3.053856e+02 | 0.4673437 |
| PutOuts | 64 | 0.1865365 | 2.310130e+02 | 0.4737111 |
| PutOuts | 65 | 0.2017690 | 1.747528e+02 | 0.4794882 |
| PutOuts | 66 | 0.2154919 | 1.321941e+02 | 0.4849761 |
| PutOuts | 67 | 0.2275307 | 1.000000e+02 | 0.4903658 |
| PutOuts | 68 | 0.2378412 | 7.564633e+01 | 0.4957413 |
| PutOuts | 69 | 0.2465061 | 5.722368e+01 | 0.5011443 |
| PutOuts | 70 | 0.2536944 | 4.328761e+01 | 0.5065677 |
| PutOuts | 71 | 0.2595876 | 3.274549e+01 | 0.5119093 |
| PutOuts | 72 | 0.2643809 | 2.477076e+01 | 0.5170544 |
| PutOuts | 73 | 0.2682829 | 1.873817e+01 | 0.5219007 |
| PutOuts | 74 | 0.2714489 | 1.417474e+01 | 0.5263263 |
| PutOuts | 75 | 0.2740185 | 1.072267e+01 | 0.5302523 |
| PutOuts | 76 | 0.2761046 | 8.111308e+00 | 0.5336375 |
| PutOuts | 77 | 0.2777901 | 6.135907e+00 | 0.5364782 |
| PutOuts | 78 | 0.2791275 | 4.641589e+00 | 0.5388070 |
| PutOuts | 79 | 0.2801691 | 3.511192e+00 | 0.5406688 |
| PutOuts | 80 | 0.2809457 | 2.656088e+00 | 0.5421321 |
| PutOuts | 81 | 0.2815135 | 2.009233e+00 | 0.5432400 |
| PutOuts | 82 | 0.2818872 | 1.519911e+00 | 0.5440843 |
| PutOuts | 83 | 0.2821155 | 1.149757e+00 | 0.5446980 |
| PutOuts | 84 | 0.2822293 | 8.697490e-01 | 0.5451444 |
| PutOuts | 85 | 0.2822701 | 6.579332e-01 | 0.5454543 |
| PutOuts | 86 | 0.2822670 | 4.977024e-01 | 0.5456662 |
| PutOuts | 87 | 0.2822434 | 3.764936e-01 | 0.5458062 |
| PutOuts | 88 | 0.2822110 | 2.848036e-01 | 0.5458983 |
| PutOuts | 89 | 0.2821751 | 2.154435e-01 | 0.5459591 |
| PutOuts | 90 | 0.2821416 | 1.629751e-01 | 0.5459979 |
| PutOuts | 91 | 0.2821135 | 1.232847e-01 | 0.5460232 |
| PutOuts | 92 | 0.2820910 | 9.326030e-02 | 0.5460397 |
| PutOuts | 93 | 0.2820740 | 7.054800e-02 | 0.5460503 |
| PutOuts | 94 | 0.2820606 | 5.336700e-02 | 0.5460580 |
| PutOuts | 95 | 0.2820506 | 4.037020e-02 | 0.5460629 |
| PutOuts | 96 | 0.2820423 | 3.053860e-02 | 0.5460666 |
| PutOuts | 97 | 0.2820361 | 2.310130e-02 | 0.5460692 |
| PutOuts | 98 | 0.2820315 | 1.747530e-02 | 0.5460709 |
| PutOuts | 99 | 0.2820276 | 1.321940e-02 | 0.5460723 |
| PutOuts | 100 | 0.2820254 | 1.000000e-02 | 0.5460731 |
| Assists | 1 | 0.0000000 | 1.000000e+10 | 0.0000003 |
| Assists | 2 | 0.0000000 | 7.564633e+09 | 0.0000004 |
| Assists | 3 | 0.0000000 | 5.722368e+09 | 0.0000005 |
| Assists | 4 | 0.0000000 | 4.328761e+09 | 0.0000006 |
| Assists | 5 | 0.0000000 | 3.274549e+09 | 0.0000008 |
| Assists | 6 | 0.0000000 | 2.477076e+09 | 0.0000011 |
| Assists | 7 | 0.0000000 | 1.873817e+09 | 0.0000015 |
| Assists | 8 | 0.0000000 | 1.417474e+09 | 0.0000019 |
| Assists | 9 | 0.0000000 | 1.072267e+09 | 0.0000026 |
| Assists | 10 | 0.0000000 | 8.111308e+08 | 0.0000034 |
| Assists | 11 | 0.0000001 | 6.135907e+08 | 0.0000045 |
| Assists | 12 | 0.0000001 | 4.641589e+08 | 0.0000059 |
| Assists | 13 | 0.0000001 | 3.511192e+08 | 0.0000079 |
| Assists | 14 | 0.0000001 | 2.656088e+08 | 0.0000104 |
| Assists | 15 | 0.0000002 | 2.009233e+08 | 0.0000137 |
| Assists | 16 | 0.0000002 | 1.519911e+08 | 0.0000181 |
| Assists | 17 | 0.0000003 | 1.149757e+08 | 0.0000240 |
| Assists | 18 | 0.0000004 | 8.697490e+07 | 0.0000317 |
| Assists | 19 | 0.0000005 | 6.579332e+07 | 0.0000419 |
| Assists | 20 | 0.0000007 | 4.977024e+07 | 0.0000554 |
| Assists | 21 | 0.0000009 | 3.764936e+07 | 0.0000732 |
| Assists | 22 | 0.0000013 | 2.848036e+07 | 0.0000968 |
| Assists | 23 | 0.0000017 | 2.154435e+07 | 0.0001279 |
| Assists | 24 | 0.0000022 | 1.629751e+07 | 0.0001691 |
| Assists | 25 | 0.0000029 | 1.232847e+07 | 0.0002236 |
| Assists | 26 | 0.0000038 | 9.326033e+06 | 0.0002955 |
| Assists | 27 | 0.0000050 | 7.054802e+06 | 0.0003906 |
| Assists | 28 | 0.0000067 | 5.336699e+06 | 0.0005162 |
| Assists | 29 | 0.0000088 | 4.037017e+06 | 0.0006822 |
| Assists | 30 | 0.0000117 | 3.053856e+06 | 0.0009015 |
| Assists | 31 | 0.0000154 | 2.310130e+06 | 0.0011912 |
| Assists | 32 | 0.0000204 | 1.747528e+06 | 0.0015737 |
| Assists | 33 | 0.0000269 | 1.321941e+06 | 0.0020786 |
| Assists | 34 | 0.0000355 | 1.000000e+06 | 0.0027448 |
| Assists | 35 | 0.0000469 | 7.564633e+05 | 0.0036233 |
| Assists | 36 | 0.0000620 | 5.722368e+05 | 0.0047807 |
| Assists | 37 | 0.0000819 | 4.328761e+05 | 0.0063041 |
| Assists | 38 | 0.0001080 | 3.274549e+05 | 0.0083062 |
| Assists | 39 | 0.0001425 | 2.477076e+05 | 0.0109327 |
| Assists | 40 | 0.0001879 | 1.873817e+05 | 0.0143452 |
| Assists | 41 | 0.0002475 | 1.417474e+05 | 0.0188114 |
| Assists | 42 | 0.0003257 | 1.072267e+05 | 0.0246060 |
| Assists | 43 | 0.0004279 | 8.111308e+04 | 0.0320807 |
| Assists | 44 | 0.0005610 | 6.135907e+04 | 0.0416500 |
| Assists | 45 | 0.0007337 | 4.641589e+04 | 0.0537819 |
| Assists | 46 | 0.0009565 | 3.511192e+04 | 0.0689717 |
| Assists | 47 | 0.0012415 | 2.656088e+04 | 0.0876909 |
| Assists | 48 | 0.0016028 | 2.009233e+04 | 0.1103053 |
| Assists | 49 | 0.0020552 | 1.519911e+04 | 0.1369603 |
| Assists | 50 | 0.0026130 | 1.149757e+04 | 0.1674595 |
| Assists | 51 | 0.0032879 | 8.697490e+03 | 0.2011472 |
| Assists | 52 | 0.0040868 | 6.579332e+03 | 0.2368793 |
| Assists | 53 | 0.0050091 | 4.977024e+03 | 0.2731090 |
| Assists | 54 | 0.0060479 | 3.764936e+03 | 0.3081306 |
| Assists | 55 | 0.0071937 | 2.848036e+03 | 0.3403876 |
| Assists | 56 | 0.0084461 | 2.154435e+03 | 0.3687727 |
| Assists | 57 | 0.0098313 | 1.629751e+03 | 0.3927800 |
| Assists | 58 | 0.0114504 | 1.232847e+03 | 0.4125082 |
| Assists | 59 | 0.0134326 | 9.326033e+02 | 0.4284125 |
| Assists | 60 | 0.0160604 | 7.054802e+02 | 0.4412059 |
| Assists | 61 | 0.0196261 | 5.336699e+02 | 0.4515636 |
| Assists | 62 | 0.0244800 | 4.037017e+02 | 0.4601078 |
| Assists | 63 | 0.0309646 | 3.053856e+02 | 0.4673437 |
| Assists | 64 | 0.0393458 | 2.310130e+02 | 0.4737111 |
| Assists | 65 | 0.0497639 | 1.747528e+02 | 0.4794882 |
| Assists | 66 | 0.0622923 | 1.321941e+02 | 0.4849761 |
| Assists | 67 | 0.0768908 | 1.000000e+02 | 0.4903658 |
| Assists | 68 | 0.0933629 | 7.564633e+01 | 0.4957413 |
| Assists | 69 | 0.1114676 | 5.722368e+01 | 0.5011443 |
| Assists | 70 | 0.1309505 | 4.328761e+01 | 0.5065677 |
| Assists | 71 | 0.1513785 | 3.274549e+01 | 0.5119093 |
| Assists | 72 | 0.1722917 | 2.477076e+01 | 0.5170544 |
| Assists | 73 | 0.1933099 | 1.873817e+01 | 0.5219007 |
| Assists | 74 | 0.2139257 | 1.417474e+01 | 0.5263263 |
| Assists | 75 | 0.2337346 | 1.072267e+01 | 0.5302523 |
| Assists | 76 | 0.2524191 | 8.111308e+00 | 0.5336375 |
| Assists | 77 | 0.2697458 | 6.135907e+00 | 0.5364782 |
| Assists | 78 | 0.2855605 | 4.641589e+00 | 0.5388070 |
| Assists | 79 | 0.2997947 | 3.511192e+00 | 0.5406688 |
| Assists | 80 | 0.3124435 | 2.656088e+00 | 0.5421321 |
| Assists | 81 | 0.3234769 | 2.009233e+00 | 0.5432400 |
| Assists | 82 | 0.3330665 | 1.519911e+00 | 0.5440843 |
| Assists | 83 | 0.3411651 | 1.149757e+00 | 0.5446980 |
| Assists | 84 | 0.3479857 | 8.697490e-01 | 0.5451444 |
| Assists | 85 | 0.3535606 | 6.579332e-01 | 0.5454543 |
| Assists | 86 | 0.3580724 | 4.977024e-01 | 0.5456662 |
| Assists | 87 | 0.3616388 | 3.764936e-01 | 0.5458062 |
| Assists | 88 | 0.3644399 | 2.848036e-01 | 0.5458983 |
| Assists | 89 | 0.3666284 | 2.154435e-01 | 0.5459591 |
| Assists | 90 | 0.3682837 | 1.629751e-01 | 0.5459979 |
| Assists | 91 | 0.3695495 | 1.232847e-01 | 0.5460232 |
| Assists | 92 | 0.3705051 | 9.326030e-02 | 0.5460397 |
| Assists | 93 | 0.3712152 | 7.054800e-02 | 0.5460503 |
| Assists | 94 | 0.3717855 | 5.336700e-02 | 0.5460580 |
| Assists | 95 | 0.3721898 | 4.037020e-02 | 0.5460629 |
| Assists | 96 | 0.3725280 | 3.053860e-02 | 0.5460666 |
| Assists | 97 | 0.3727693 | 2.310130e-02 | 0.5460692 |
| Assists | 98 | 0.3729485 | 1.747530e-02 | 0.5460709 |
| Assists | 99 | 0.3730974 | 1.321940e-02 | 0.5460723 |
| Assists | 100 | 0.3731848 | 1.000000e-02 | 0.5460731 |
| Errors | 1 | 0.0000000 | 1.000000e+10 | 0.0000003 |
| Errors | 2 | 0.0000000 | 7.564633e+09 | 0.0000004 |
| Errors | 3 | 0.0000000 | 5.722368e+09 | 0.0000005 |
| Errors | 4 | 0.0000000 | 4.328761e+09 | 0.0000006 |
| Errors | 5 | -0.0000001 | 3.274549e+09 | 0.0000008 |
| Errors | 6 | -0.0000001 | 2.477076e+09 | 0.0000011 |
| Errors | 7 | -0.0000001 | 1.873817e+09 | 0.0000015 |
| Errors | 8 | -0.0000001 | 1.417474e+09 | 0.0000019 |
| Errors | 9 | -0.0000002 | 1.072267e+09 | 0.0000026 |
| Errors | 10 | -0.0000002 | 8.111308e+08 | 0.0000034 |
| Errors | 11 | -0.0000003 | 6.135907e+08 | 0.0000045 |
| Errors | 12 | -0.0000004 | 4.641589e+08 | 0.0000059 |
| Errors | 13 | -0.0000005 | 3.511192e+08 | 0.0000079 |
| Errors | 14 | -0.0000006 | 2.656088e+08 | 0.0000104 |
| Errors | 15 | -0.0000008 | 2.009233e+08 | 0.0000137 |
| Errors | 16 | -0.0000011 | 1.519911e+08 | 0.0000181 |
| Errors | 17 | -0.0000014 | 1.149757e+08 | 0.0000240 |
| Errors | 18 | -0.0000019 | 8.697490e+07 | 0.0000317 |
| Errors | 19 | -0.0000025 | 6.579332e+07 | 0.0000419 |
| Errors | 20 | -0.0000033 | 4.977024e+07 | 0.0000554 |
| Errors | 21 | -0.0000044 | 3.764936e+07 | 0.0000732 |
| Errors | 22 | -0.0000058 | 2.848036e+07 | 0.0000968 |
| Errors | 23 | -0.0000077 | 2.154435e+07 | 0.0001279 |
| Errors | 24 | -0.0000102 | 1.629751e+07 | 0.0001691 |
| Errors | 25 | -0.0000135 | 1.232847e+07 | 0.0002236 |
| Errors | 26 | -0.0000178 | 9.326033e+06 | 0.0002955 |
| Errors | 27 | -0.0000236 | 7.054802e+06 | 0.0003906 |
| Errors | 28 | -0.0000311 | 5.336699e+06 | 0.0005162 |
| Errors | 29 | -0.0000412 | 4.037017e+06 | 0.0006822 |
| Errors | 30 | -0.0000545 | 3.053856e+06 | 0.0009015 |
| Errors | 31 | -0.0000720 | 2.310130e+06 | 0.0011912 |
| Errors | 32 | -0.0000953 | 1.747528e+06 | 0.0015737 |
| Errors | 33 | -0.0001261 | 1.321941e+06 | 0.0020786 |
| Errors | 34 | -0.0001669 | 1.000000e+06 | 0.0027448 |
| Errors | 35 | -0.0002210 | 7.564633e+05 | 0.0036233 |
| Errors | 36 | -0.0002927 | 5.722368e+05 | 0.0047807 |
| Errors | 37 | -0.0003881 | 4.328761e+05 | 0.0063041 |
| Errors | 38 | -0.0005149 | 3.274549e+05 | 0.0083062 |
| Errors | 39 | -0.0006841 | 2.477076e+05 | 0.0109327 |
| Errors | 40 | -0.0009100 | 1.873817e+05 | 0.0143452 |
| Errors | 41 | -0.0012131 | 1.417474e+05 | 0.0188114 |
| Errors | 42 | -0.0016213 | 1.072267e+05 | 0.0246060 |
| Errors | 43 | -0.0021742 | 8.111308e+04 | 0.0320807 |
| Errors | 44 | -0.0029280 | 6.135907e+04 | 0.0416500 |
| Errors | 45 | -0.0039644 | 4.641589e+04 | 0.0537819 |
| Errors | 46 | -0.0054037 | 3.511192e+04 | 0.0689717 |
| Errors | 47 | -0.0074256 | 2.656088e+04 | 0.0876909 |
| Errors | 48 | -0.0103025 | 2.009233e+04 | 0.1103053 |
| Errors | 49 | -0.0144490 | 1.519911e+04 | 0.1369603 |
| Errors | 50 | -0.0205027 | 1.149757e+04 | 0.1674595 |
| Errors | 51 | -0.0294302 | 8.697490e+03 | 0.2011472 |
| Errors | 52 | -0.0426763 | 6.579332e+03 | 0.2368793 |
| Errors | 53 | -0.0623293 | 4.977024e+03 | 0.2731090 |
| Errors | 54 | -0.0912869 | 3.764936e+03 | 0.3081306 |
| Errors | 55 | -0.1333338 | 2.848036e+03 | 0.3403876 |
| Errors | 56 | -0.1930782 | 2.154435e+03 | 0.3687727 |
| Errors | 57 | -0.2756387 | 1.629751e+03 | 0.3927800 |
| Errors | 58 | -0.3856052 | 1.232847e+03 | 0.4125082 |
| Errors | 59 | -0.5276597 | 9.326033e+02 | 0.4284125 |
| Errors | 60 | -0.7035865 | 7.054802e+02 | 0.4412059 |
| Errors | 61 | -0.9140598 | 5.336699e+02 | 0.4515636 |
| Errors | 62 | -1.1568877 | 4.037017e+02 | 0.4601078 |
| Errors | 63 | -1.4276953 | 3.053856e+02 | 0.4673437 |
| Errors | 64 | -1.7191434 | 2.310130e+02 | 0.4737111 |
| Errors | 65 | -2.0240383 | 1.747528e+02 | 0.4794882 |
| Errors | 66 | -2.3313842 | 1.321941e+02 | 0.4849761 |
| Errors | 67 | -2.6305856 | 1.000000e+02 | 0.4903658 |
| Errors | 68 | -2.9118221 | 7.564633e+01 | 0.4957413 |
| Errors | 69 | -3.1655027 | 5.722368e+01 | 0.5011443 |
| Errors | 70 | -3.3836914 | 4.328761e+01 | 0.5065677 |
| Errors | 71 | -3.5612567 | 3.274549e+01 | 0.5119093 |
| Errors | 72 | -3.6953814 | 2.477076e+01 | 0.5170544 |
| Errors | 73 | -3.7865596 | 1.873817e+01 | 0.5219007 |
| Errors | 74 | -3.8379446 | 1.417474e+01 | 0.5263263 |
| Errors | 75 | -3.8551650 | 1.072267e+01 | 0.5302523 |
| Errors | 76 | -3.8455713 | 8.111308e+00 | 0.5336375 |
| Errors | 77 | -3.8170608 | 6.135907e+00 | 0.5364782 |
| Errors | 78 | -3.7767606 | 4.641589e+00 | 0.5388070 |
| Errors | 79 | -3.7313945 | 3.511192e+00 | 0.5406688 |
| Errors | 80 | -3.6852362 | 2.656088e+00 | 0.5421321 |
| Errors | 81 | -3.6425729 | 2.009233e+00 | 0.5432400 |
| Errors | 82 | -3.6035362 | 1.519911e+00 | 0.5440843 |
| Errors | 83 | -3.5697725 | 1.149757e+00 | 0.5446980 |
| Errors | 84 | -3.5405968 | 8.697490e-01 | 0.5451444 |
| Errors | 85 | -3.5162140 | 6.579332e-01 | 0.5454543 |
| Errors | 86 | -3.4960213 | 4.977024e-01 | 0.5456662 |
| Errors | 87 | -3.4797333 | 3.764936e-01 | 0.5458062 |
| Errors | 88 | -3.4667021 | 2.848036e-01 | 0.5458983 |
| Errors | 89 | -3.4562924 | 2.154435e-01 | 0.5459591 |
| Errors | 90 | -3.4482994 | 1.629751e-01 | 0.5459979 |
| Errors | 91 | -3.4420970 | 1.232847e-01 | 0.5460232 |
| Errors | 92 | -3.4373720 | 9.326030e-02 | 0.5460397 |
| Errors | 93 | -3.4338692 | 7.054800e-02 | 0.5460503 |
| Errors | 94 | -3.4310123 | 5.336700e-02 | 0.5460580 |
| Errors | 95 | -3.4290316 | 4.037020e-02 | 0.5460629 |
| Errors | 96 | -3.4273134 | 3.053860e-02 | 0.5460666 |
| Errors | 97 | -3.4261102 | 2.310130e-02 | 0.5460692 |
| Errors | 98 | -3.4252115 | 1.747530e-02 | 0.5460709 |
| Errors | 99 | -3.4244398 | 1.321940e-02 | 0.5460723 |
| Errors | 100 | -3.4240028 | 1.000000e-02 | 0.5460731 |
| NewLeagueN | 1 | -0.0000001 | 1.000000e+10 | 0.0000003 |
| NewLeagueN | 2 | -0.0000002 | 7.564633e+09 | 0.0000004 |
| NewLeagueN | 3 | -0.0000002 | 5.722368e+09 | 0.0000005 |
| NewLeagueN | 4 | -0.0000003 | 4.328761e+09 | 0.0000006 |
| NewLeagueN | 5 | -0.0000004 | 3.274549e+09 | 0.0000008 |
| NewLeagueN | 6 | -0.0000005 | 2.477076e+09 | 0.0000011 |
| NewLeagueN | 7 | -0.0000006 | 1.873817e+09 | 0.0000015 |
| NewLeagueN | 8 | -0.0000008 | 1.417474e+09 | 0.0000019 |
| NewLeagueN | 9 | -0.0000011 | 1.072267e+09 | 0.0000026 |
| NewLeagueN | 10 | -0.0000014 | 8.111308e+08 | 0.0000034 |
| NewLeagueN | 11 | -0.0000019 | 6.135907e+08 | 0.0000045 |
| NewLeagueN | 12 | -0.0000025 | 4.641589e+08 | 0.0000059 |
| NewLeagueN | 13 | -0.0000033 | 3.511192e+08 | 0.0000079 |
| NewLeagueN | 14 | -0.0000043 | 2.656088e+08 | 0.0000104 |
| NewLeagueN | 15 | -0.0000057 | 2.009233e+08 | 0.0000137 |
| NewLeagueN | 16 | -0.0000076 | 1.519911e+08 | 0.0000181 |
| NewLeagueN | 17 | -0.0000100 | 1.149757e+08 | 0.0000240 |
| NewLeagueN | 18 | -0.0000132 | 8.697490e+07 | 0.0000317 |
| NewLeagueN | 19 | -0.0000175 | 6.579332e+07 | 0.0000419 |
| NewLeagueN | 20 | -0.0000231 | 4.977024e+07 | 0.0000554 |
| NewLeagueN | 21 | -0.0000306 | 3.764936e+07 | 0.0000732 |
| NewLeagueN | 22 | -0.0000404 | 2.848036e+07 | 0.0000968 |
| NewLeagueN | 23 | -0.0000533 | 2.154435e+07 | 0.0001279 |
| NewLeagueN | 24 | -0.0000704 | 1.629751e+07 | 0.0001691 |
| NewLeagueN | 25 | -0.0000930 | 1.232847e+07 | 0.0002236 |
| NewLeagueN | 26 | -0.0001227 | 9.326033e+06 | 0.0002955 |
| NewLeagueN | 27 | -0.0001619 | 7.054802e+06 | 0.0003906 |
| NewLeagueN | 28 | -0.0002133 | 5.336699e+06 | 0.0005162 |
| NewLeagueN | 29 | -0.0002809 | 4.037017e+06 | 0.0006822 |
| NewLeagueN | 30 | -0.0003694 | 3.053856e+06 | 0.0009015 |
| NewLeagueN | 31 | -0.0004850 | 2.310130e+06 | 0.0011912 |
| NewLeagueN | 32 | -0.0006353 | 1.747528e+06 | 0.0015737 |
| NewLeagueN | 33 | -0.0008297 | 1.321941e+06 | 0.0020786 |
| NewLeagueN | 34 | -0.0010789 | 1.000000e+06 | 0.0027448 |
| NewLeagueN | 35 | -0.0013952 | 7.564633e+05 | 0.0036233 |
| NewLeagueN | 36 | -0.0017903 | 5.722368e+05 | 0.0047807 |
| NewLeagueN | 37 | -0.0022724 | 4.328761e+05 | 0.0063041 |
| NewLeagueN | 38 | -0.0028400 | 3.274549e+05 | 0.0083062 |
| NewLeagueN | 39 | -0.0034698 | 2.477076e+05 | 0.0109327 |
| NewLeagueN | 40 | -0.0040982 | 1.873817e+05 | 0.0143452 |
| NewLeagueN | 41 | -0.0045697 | 1.417474e+05 | 0.0188114 |
| NewLeagueN | 42 | -0.0045833 | 1.072267e+05 | 0.0246060 |
| NewLeagueN | 43 | -0.0035663 | 8.111308e+04 | 0.0320807 |
| NewLeagueN | 44 | -0.0004803 | 6.135907e+04 | 0.0416500 |
| NewLeagueN | 45 | 0.0064936 | 4.641589e+04 | 0.0537819 |
| NewLeagueN | 46 | 0.0204481 | 3.511192e+04 | 0.0689717 |
| NewLeagueN | 47 | 0.0464830 | 2.656088e+04 | 0.0876909 |
| NewLeagueN | 48 | 0.0927292 | 2.009233e+04 | 0.1103053 |
| NewLeagueN | 49 | 0.1716409 | 1.519911e+04 | 0.1369603 |
| NewLeagueN | 50 | 0.3014335 | 1.149757e+04 | 0.1674595 |
| NewLeagueN | 51 | 0.5071447 | 8.697490e+03 | 0.2011472 |
| NewLeagueN | 52 | 0.8206161 | 6.579332e+03 | 0.2368793 |
| NewLeagueN | 53 | 1.2781314 | 4.977024e+03 | 0.2731090 |
| NewLeagueN | 54 | 1.9147819 | 3.764936e+03 | 0.3081306 |
| NewLeagueN | 55 | 2.7546327 | 2.848036e+03 | 0.3403876 |
| NewLeagueN | 56 | 3.7980209 | 2.154435e+03 | 0.3687727 |
| NewLeagueN | 57 | 5.0084479 | 1.629751e+03 | 0.3927800 |
| NewLeagueN | 58 | 6.3034894 | 1.232847e+03 | 0.4125082 |
| NewLeagueN | 59 | 7.5577690 | 9.326033e+02 | 0.4284125 |
| NewLeagueN | 60 | 8.6118121 | 7.054802e+02 | 0.4412059 |
| NewLeagueN | 61 | 9.2958264 | 5.336699e+02 | 0.4515636 |
| NewLeagueN | 62 | 9.4536857 | 4.037017e+02 | 0.4601078 |
| NewLeagueN | 63 | 8.9660406 | 3.053856e+02 | 0.4673437 |
| NewLeagueN | 64 | 7.7605986 | 2.310130e+02 | 0.4737111 |
| NewLeagueN | 65 | 5.8273312 | 1.747528e+02 | 0.4794882 |
| NewLeagueN | 66 | 3.2088705 | 1.321941e+02 | 0.4849761 |
| NewLeagueN | 67 | 0.0067961 | 1.000000e+02 | 0.4903658 |
| NewLeagueN | 68 | -3.6228023 | 7.564633e+01 | 0.4957413 |
| NewLeagueN | 69 | -7.4842126 | 5.722368e+01 | 0.5011443 |
| NewLeagueN | 70 | -11.3667064 | 4.328761e+01 | 0.5065677 |
| NewLeagueN | 71 | -15.0581359 | 3.274549e+01 | 0.5119093 |
| NewLeagueN | 72 | -18.3782371 | 2.477076e+01 | 0.5170544 |
| NewLeagueN | 73 | -21.2158131 | 1.873817e+01 | 0.5219007 |
| NewLeagueN | 74 | -23.5048569 | 1.417474e+01 | 0.5263263 |
| NewLeagueN | 75 | -25.2442911 | 1.072267e+01 | 0.5302523 |
| NewLeagueN | 76 | -26.4819571 | 8.111308e+00 | 0.5336375 |
| NewLeagueN | 77 | -27.2930738 | 6.135907e+00 | 0.5364782 |
| NewLeagueN | 78 | -27.7553037 | 4.641589e+00 | 0.5388070 |
| NewLeagueN | 79 | -27.9647155 | 3.511192e+00 | 0.5406688 |
| NewLeagueN | 80 | -27.9849755 | 2.656088e+00 | 0.5421321 |
| NewLeagueN | 81 | -27.9076182 | 2.009233e+00 | 0.5432400 |
| NewLeagueN | 82 | -27.7384286 | 1.519911e+00 | 0.5440843 |
| NewLeagueN | 83 | -27.5366134 | 1.149757e+00 | 0.5446980 |
| NewLeagueN | 84 | -27.3084624 | 8.697490e-01 | 0.5451444 |
| NewLeagueN | 85 | -27.0860778 | 6.579332e-01 | 0.5454543 |
| NewLeagueN | 86 | -26.8783484 | 4.977024e-01 | 0.5456662 |
| NewLeagueN | 87 | -26.6986394 | 3.764936e-01 | 0.5458062 |
| NewLeagueN | 88 | -26.5464725 | 2.848036e-01 | 0.5458983 |
| NewLeagueN | 89 | -26.4181820 | 2.154435e-01 | 0.5459591 |
| NewLeagueN | 90 | -26.3183182 | 1.629751e-01 | 0.5459979 |
| NewLeagueN | 91 | -26.2388921 | 1.232847e-01 | 0.5460232 |
| NewLeagueN | 92 | -26.1774491 | 9.326030e-02 | 0.5460397 |
| NewLeagueN | 93 | -26.1317127 | 7.054800e-02 | 0.5460503 |
| NewLeagueN | 94 | -26.0924080 | 5.336700e-02 | 0.5460580 |
| NewLeagueN | 95 | -26.0649358 | 4.037020e-02 | 0.5460629 |
| NewLeagueN | 96 | -26.0403673 | 3.053860e-02 | 0.5460666 |
| NewLeagueN | 97 | -26.0224561 | 2.310130e-02 | 0.5460692 |
| NewLeagueN | 98 | -26.0090512 | 1.747530e-02 | 0.5460709 |
| NewLeagueN | 99 | -25.9976191 | 1.321940e-02 | 0.5460723 |
| NewLeagueN | 100 | -25.9908193 | 1.000000e-02 | 0.5460731 |
Use the birthwt data. Your response is variable bwt.
Apply a ridge regression.
Then create training and testing set(split your preference).
Create two charts: